calculate tokens

.devcontainer/post_create_command.sh

@@ -3,8 +3,8 @@
 cd web && npm install
 pipx install poetry
 
-echo 'alias start-api="cd /workspaces/dify/api && poetry run python -m flask run --host 0.0.0.0 --port=5001 --debug"' >> ~/.bashrc
-echo 'alias start-worker="cd /workspaces/dify/api && poetry run python -m celery -A app.celery worker -P gevent -c 1 --loglevel INFO -Q dataset,generation,mail,ops_trace,app_deletion"' >> ~/.bashrc
+echo 'alias start-api="cd /workspaces/dify/api && flask run --host 0.0.0.0 --port=5001 --debug"' >> ~/.bashrc
+echo 'alias start-worker="cd /workspaces/dify/api && celery -A app.celery worker -P gevent -c 1 --loglevel INFO -Q dataset,generation,mail,ops_trace,app_deletion"' >> ~/.bashrc
 echo 'alias start-web="cd /workspaces/dify/web && npm run dev"' >> ~/.bashrc
 echo 'alias start-containers="cd /workspaces/dify/docker && docker-compose -f docker-compose.middleware.yaml -p dify up -d"' >> ~/.bashrc
 

.github/DISCUSSION_TEMPLATE/general.yml

@@ -1,24 +0,0 @@
-title: "General Discussion"
-body:
-  - type: checkboxes
-    attributes:
-      label: Self Checks
-      description: "To make sure we get to you in time, please check the following :)"
-      options:
-        - label: I have searched for existing issues [search for existing issues](https://github.com/langgenius/dify/issues), including closed ones.
-          required: true
-        - label: I confirm that I am using English to submit this report (我已阅读并同意 [Language Policy](https://github.com/langgenius/dify/issues/1542)).
-          required: true
-        - label: "[FOR CHINESE USERS] 请务必使用英文提交 Issue，否则会被关闭。谢谢！:）"
-          required: true
-        - label: "Please do not modify this template :) and fill in all the required fields."
-          required: true
-  - type: textarea
-    attributes:
-      label: Content
-      placeholder: Please describe the content you would like to discuss.
-    validations:
-      required: true
-  - type: markdown
-    attributes:
-      value: Please limit one request per issue.

.github/DISCUSSION_TEMPLATE/help.yml

@@ -1,30 +0,0 @@
-title: "Help"
-body:
-  - type: checkboxes
-    attributes:
-      label: Self Checks
-      description: "To make sure we get to you in time, please check the following :)"
-      options:
-        - label: I have searched for existing issues [search for existing issues](https://github.com/langgenius/dify/issues), including closed ones.
-          required: true
-        - label: I confirm that I am using English to submit this report (我已阅读并同意 [Language Policy](https://github.com/langgenius/dify/issues/1542)).
-          required: true
-        - label: "[FOR CHINESE USERS] 请务必使用英文提交 Issue，否则会被关闭。谢谢！:）"
-          required: true
-        - label: "Please do not modify this template :) and fill in all the required fields."
-          required: true
-  - type: textarea
-    attributes:
-      label: 1. Is this request related to a challenge you're experiencing? Tell me about your story.
-      placeholder: Please describe the specific scenario or problem you're facing as clearly as possible. For instance "I was trying to use [feature] for [specific task], and [what happened]... It was frustrating because...."
-    validations:
-      required: true
-  - type: textarea
-    attributes:
-      label: 2. Additional context or comments
-      placeholder: (Any other information, comments, documentations, links, or screenshots that would provide more clarity. This is the place to add anything else not covered above.)
-    validations:
-      required: false
-  - type: markdown
-    attributes:
-      value: Please limit one request per issue.

.github/DISCUSSION_TEMPLATE/suggestion.yml

@@ -1,37 +0,0 @@
-title: Suggestions for New Features
-body:
-  - type: checkboxes
-    attributes:
-      label: Self Checks
-      description: "To make sure we get to you in time, please check the following :)"
-      options:
-        - label: I have searched for existing issues [search for existing issues](https://github.com/langgenius/dify/issues), including closed ones.
-          required: true
-        - label: I confirm that I am using English to submit this report (我已阅读并同意 [Language Policy](https://github.com/langgenius/dify/issues/1542)).
-          required: true
-        - label: "[FOR CHINESE USERS] 请务必使用英文提交 Issue，否则会被关闭。谢谢！:）"
-          required: true
-        - label: "Please do not modify this template :) and fill in all the required fields."
-          required: true
-  - type: textarea
-    attributes:
-      label: 1. Is this request related to a challenge you're experiencing? Tell me about your story.
-      placeholder: Please describe the specific scenario or problem you're facing as clearly as possible. For instance "I was trying to use [feature] for [specific task], and [what happened]... It was frustrating because...."
-    validations:
-      required: true
-  - type: textarea
-    attributes:
-      label: 2. Additional context or comments
-      placeholder: (Any other information, comments, documentations, links, or screenshots that would provide more clarity. This is the place to add anything else not covered above.)
-    validations:
-      required: false
-  - type: checkboxes
-    attributes:
-      label: 3. Can you help us with this feature?
-      description: Let us know! This is not a commitment, but a starting point for collaboration.
-      options:
-        - label: I am interested in contributing to this feature.
-          required: false
-  - type: markdown
-    attributes:
-      value: Please limit one request per issue.

.github/ISSUE_TEMPLATE/bug_report.yml

@@ -14,7 +14,7 @@ body:
           required: true
         - label: I confirm that I am using English to submit this report (我已阅读并同意 [Language Policy](https://github.com/langgenius/dify/issues/1542)).
           required: true
-        - label: "[FOR CHINESE USERS] 请务必使用英文提交 Issue，否则会被关闭。谢谢！:）"
+        - label: "请务必使用英文提交 Issue，否则会被关闭。谢谢！:）"
           required: true
         - label: "Please do not modify this template :) and fill in all the required fields."
           required: true
@@ -22,6 +22,7 @@ body:
   - type: input
     attributes:
       label: Dify version
+      placeholder: 0.6.11
       description: See about section in Dify console
     validations:
       required: true

.github/ISSUE_TEMPLATE/document_issue.yml

@@ -12,7 +12,7 @@ body:
           required: true
         - label: I confirm that I am using English to submit report (我已阅读并同意 [Language Policy](https://github.com/langgenius/dify/issues/1542)).
           required: true
-        - label: "[FOR CHINESE USERS] 请务必使用英文提交 Issue，否则会被关闭。谢谢！:）"
+        - label: "请务必使用英文提交 Issue，否则会被关闭。谢谢！:）"
           required: true
         - label: "Please do not modify this template :) and fill in all the required fields."
           required: true

.github/ISSUE_TEMPLATE/feature_request.yml

@@ -12,7 +12,7 @@ body:
           required: true
         - label: I confirm that I am using English to submit this report (我已阅读并同意 [Language Policy](https://github.com/langgenius/dify/issues/1542)).
           required: true
-        - label: "[FOR CHINESE USERS] 请务必使用英文提交 Issue，否则会被关闭。谢谢！:）"
+        - label: "请务必使用英文提交 Issue，否则会被关闭。谢谢！:）"
           required: true
         - label: "Please do not modify this template :) and fill in all the required fields."
           required: true

.github/ISSUE_TEMPLATE/translation_issue.yml

@@ -12,13 +12,14 @@ body:
           required: true
         - label: I confirm that I am using English to submit this report (我已阅读并同意 [Language Policy](https://github.com/langgenius/dify/issues/1542)).
           required: true
-        - label: "[FOR CHINESE USERS] 请务必使用英文提交 Issue，否则会被关闭。谢谢！:）"
+        - label: "请务必使用英文提交 Issue，否则会被关闭。谢谢！:）"
           required: true
         - label: "Please do not modify this template :) and fill in all the required fields."
           required: true
   - type: input
     attributes:
       label: Dify version
+      placeholder: 0.3.21
       description: Hover over system tray icon or look at Settings
     validations:
       required: true

.github/workflows/api-tests.yml

@@ -21,7 +21,6 @@ jobs:
         python-version:
           - "3.10"
           - "3.11"
-          - "3.12"
 
     steps:
       - name: Checkout code
@@ -39,7 +38,7 @@ jobs:
             api/pyproject.toml
             api/poetry.lock
 
-      - name: Check Poetry lockfile
+      - name: Poetry check
         run: |
           poetry check -C api --lock
           poetry show -C api
@@ -47,9 +46,6 @@ jobs:
       - name: Install dependencies
         run: poetry install -C api --with dev
 
-      - name: Check dependencies in pyproject.toml
-        run: poetry run -C api bash dev/pytest/pytest_artifacts.sh
-
       - name: Run Unit tests
         run: poetry run -C api bash dev/pytest/pytest_unit_tests.sh
 
@@ -79,7 +75,7 @@ jobs:
       - name: Run Workflow
         run: poetry run -C api bash dev/pytest/pytest_workflow.sh
 
-      - name: Set up Vector Stores (Weaviate, Qdrant, PGVector, Milvus, PgVecto-RS, Chroma, MyScale, ElasticSearch)
+      - name: Set up Vector Stores (Weaviate, Qdrant, PGVector, Milvus, PgVecto-RS, Chroma, MyScale)
         uses: hoverkraft-tech/compose-action@v2.0.0
         with:
           compose-file: |
@@ -93,6 +89,6 @@ jobs:
             pgvecto-rs
             pgvector
             chroma
-            elasticsearch
+            myscale
       - name: Test Vector Stores
         run: poetry run -C api bash dev/pytest/pytest_vdb.sh

.github/workflows/build-push.yml

@@ -5,7 +5,6 @@ on:
     branches:
       - "main"
       - "deploy/dev"
-      - "fix/external-knowledge-retrieval-issues"
   release:
     types: [published]
 
@@ -126,7 +125,7 @@ jobs:
         with:
           images: ${{ env[matrix.image_name_env] }}
           tags: |
-            type=raw,value=latest,enable=${{ startsWith(github.ref, 'refs/tags/') && !contains(github.ref, '-beta') }}
+            type=raw,value=latest,enable=${{ startsWith(github.ref, 'refs/tags/') }}
             type=ref,event=branch
             type=sha,enable=true,priority=100,prefix=,suffix=,format=long
             type=raw,value=${{ github.ref_name }},enable=${{ startsWith(github.ref, 'refs/tags/') }}

.github/workflows/expose_service_ports.sh

@@ -6,6 +6,5 @@ yq eval '.services.chroma.ports += ["8000:8000"]' -i docker/docker-compose.yaml
 yq eval '.services["milvus-standalone"].ports += ["19530:19530"]' -i docker/docker-compose.yaml
 yq eval '.services.pgvector.ports += ["5433:5432"]' -i docker/docker-compose.yaml
 yq eval '.services["pgvecto-rs"].ports += ["5431:5432"]' -i docker/docker-compose.yaml
-yq eval '.services["elasticsearch"].ports += ["9200:9200"]' -i docker/docker-compose.yaml
 
-echo "Ports exposed for sandbox, weaviate, qdrant, chroma, milvus, pgvector, pgvecto-rs, elasticsearch"
+echo "Ports exposed for sandbox, weaviate, qdrant, chroma, milvus, pgvector, pgvecto-rs."

.github/workflows/style.yml

@@ -20,7 +20,7 @@ jobs:
 
       - name: Check changed files
         id: changed-files
-        uses: tj-actions/changed-files@v45
+        uses: tj-actions/changed-files@v44
         with:
           files: api/**
 
@@ -45,10 +45,6 @@ jobs:
         if: steps.changed-files.outputs.any_changed == 'true'
         run: poetry run -C api dotenv-linter ./api/.env.example ./web/.env.example
 
-      - name: Ruff formatter check
-        if: steps.changed-files.outputs.any_changed == 'true'
-        run: poetry run -C api ruff format --check ./api
-
       - name: Lint hints
         if: failure()
         run: echo "Please run 'dev/reformat' to fix the fixable linting errors."
@@ -66,7 +62,7 @@ jobs:
 
       - name: Check changed files
         id: changed-files
-        uses: tj-actions/changed-files@v45
+        uses: tj-actions/changed-files@v44
         with:
           files: web/**
 
@@ -97,7 +93,7 @@ jobs:
 
       - name: Check changed files
         id: changed-files
-        uses: tj-actions/changed-files@v45
+        uses: tj-actions/changed-files@v44
         with:
           files: |
             **.sh
@@ -107,7 +103,7 @@ jobs:
             dev/**
 
       - name: Super-linter
-        uses: super-linter/super-linter/slim@v7
+        uses: super-linter/super-linter/slim@v6
         if: steps.changed-files.outputs.any_changed == 'true'
         env:
           BASH_SEVERITY: warning

.github/workflows/translate-i18n-base-on-english.yml

@@ -1,54 +0,0 @@
-name: Check i18n Files and Create PR
-
-on:
-  pull_request:
-    types: [closed]
-    branches: [main]
-
-jobs:
-  check-and-update:
-    if: github.event.pull_request.merged == true
-    runs-on: ubuntu-latest
-    defaults:
-      run:
-        working-directory: web
-    steps:
-      - uses: actions/checkout@v4
-        with:
-          fetch-depth: 2 # last 2 commits
-
-      - name: Check for file changes in i18n/en-US
-        id: check_files
-        run: |
-          recent_commit_sha=$(git rev-parse HEAD)
-          second_recent_commit_sha=$(git rev-parse HEAD~1)
-          changed_files=$(git diff --name-only $recent_commit_sha $second_recent_commit_sha -- 'i18n/en-US/*.ts')
-          echo "Changed files: $changed_files"
-          if [ -n "$changed_files" ]; then
-            echo "FILES_CHANGED=true" >> $GITHUB_ENV
-          else
-            echo "FILES_CHANGED=false" >> $GITHUB_ENV
-          fi
-
-      - name: Set up Node.js
-        if: env.FILES_CHANGED == 'true'
-        uses: actions/setup-node@v2
-        with:
-          node-version: 'lts/*'
-
-      - name: Install dependencies
-        if: env.FILES_CHANGED == 'true'
-        run: yarn install --frozen-lockfile
-
-      - name: Run npm script
-        if: env.FILES_CHANGED == 'true'
-        run: npm run auto-gen-i18n
-
-      - name: Create Pull Request
-        if: env.FILES_CHANGED == 'true'
-        uses: peter-evans/create-pull-request@v6
-        with:
-          commit-message: Update i18n files based on en-US changes
-          title: 'chore: translate i18n files'
-          body: This PR was automatically created to update i18n files based on changes in en-US locale.
-          branch: chore/automated-i18n-updates

.github/workflows/web-tests.yml

@@ -1,46 +0,0 @@
-name: Web Tests
-
-on:
-  pull_request:
-    branches:
-      - main
-    paths:
-      - web/**
-
-concurrency:
-  group: web-tests-${{ github.head_ref || github.run_id }}
-  cancel-in-progress: true
-
-jobs:
-  test:
-    name: Web Tests
-    runs-on: ubuntu-latest
-    defaults:
-      run:
-        working-directory: ./web
-
-    steps:
-      - name: Checkout code
-        uses: actions/checkout@v4
-
-      - name: Check changed files
-        id: changed-files
-        uses: tj-actions/changed-files@v45
-        with:
-          files: web/**
-
-      - name: Setup Node.js
-        uses: actions/setup-node@v4
-        if: steps.changed-files.outputs.any_changed == 'true'
-        with:
-          node-version: 20
-          cache: yarn
-          cache-dependency-path: ./web/package.json
-
-      - name: Install dependencies
-        if: steps.changed-files.outputs.any_changed == 'true'
-        run: yarn install --frozen-lockfile
-
-      - name: Run tests
-        if: steps.changed-files.outputs.any_changed == 'true'
-        run: yarn test

.gitignore

@@ -153,12 +153,8 @@ docker-legacy/volumes/etcd/*
 docker-legacy/volumes/minio/*
 docker-legacy/volumes/milvus/*
 docker-legacy/volumes/chroma/*
-docker-legacy/volumes/opensearch/data/*
-docker-legacy/volumes/pgvectors/data/*
-docker-legacy/volumes/pgvector/data/*
 
 docker/volumes/app/storage/*
-docker/volumes/certbot/*
 docker/volumes/db/data/*
 docker/volumes/redis/data/*
 docker/volumes/weaviate/*
@@ -167,12 +163,6 @@ docker/volumes/etcd/*
 docker/volumes/minio/*
 docker/volumes/milvus/*
 docker/volumes/chroma/*
-docker/volumes/opensearch/data/*
-docker/volumes/myscale/data/*
-docker/volumes/myscale/log/*
-docker/volumes/unstructured/*
-docker/volumes/pgvector/data/*
-docker/volumes/pgvecto_rs/data/*
 
 docker/nginx/conf.d/default.conf
 docker/middleware.env
@@ -184,7 +174,5 @@ sdks/python-client/dify_client.egg-info
 .vscode/*
 !.vscode/launch.json
 pyrightconfig.json
-api/.vscode
 
 .idea/
-.vscode

.idea/vcs.xml

@@ -12,6 +12,5 @@
   </component>
   <component name="VcsDirectoryMappings">
     <mapping directory="" vcs="Git" />
-    <mapping directory="$PROJECT_DIR$/.." vcs="Git" />
   </component>
-</project>
+</project>

.vscode/launch.json

@@ -5,8 +5,8 @@
             "name": "Python: Flask",
             "type": "debugpy",
             "request": "launch",
-            "python": "${workspaceFolder}/.venv/bin/python",
-            "cwd": "${workspaceFolder}",
+            "python": "${workspaceFolder}/api/.venv/bin/python",
+            "cwd": "${workspaceFolder}/api",
             "envFile": ".env",
             "module": "flask",
             "justMyCode": true,
@@ -18,15 +18,15 @@
             "args": [
                 "run",
                 "--host=0.0.0.0",
-                "--port=5001"
+                "--port=5001",
             ]
         },
         {
             "name": "Python: Celery",
             "type": "debugpy",
             "request": "launch",
-            "python": "${workspaceFolder}/.venv/bin/python",
-            "cwd": "${workspaceFolder}",
+            "python": "${workspaceFolder}/api/.venv/bin/python",
+            "cwd": "${workspaceFolder}/api",
             "module": "celery",
             "justMyCode": true,
             "envFile": ".env",

CONTRIBUTING.md

@@ -8,7 +8,7 @@ In terms of licensing, please take a minute to read our short [License and Contr
 
 ## Before you jump in
 
-[Find](https://github.com/langgenius/dify/issues?q=is:issue+is:open) an existing issue, or [open](https://github.com/langgenius/dify/issues/new/choose) a new one. We categorize issues into 2 types:
+[Find](https://github.com/langgenius/dify/issues?q=is:issue+is:closed) an existing issue, or [open](https://github.com/langgenius/dify/issues/new/choose) a new one. We categorize issues into 2 types:
 
 ### Feature requests:
 
@@ -81,7 +81,7 @@ Dify requires the following dependencies to build, make sure they're installed o
 
 Dify is composed of a backend and a frontend. Navigate to the backend directory by `cd api/`, then follow the [Backend README](api/README.md) to install it. In a separate terminal, navigate to the frontend directory by `cd web/`, then follow the [Frontend README](web/README.md) to install.
 
-Check the [installation FAQ](https://docs.dify.ai/learn-more/faq/self-host-faq) for a list of common issues and steps to troubleshoot.
+Check the [installation FAQ](https://docs.dify.ai/getting-started/faq/install-faq) for a list of common issues and steps to troubleshoot.
 
 ### 5. Visit dify in your browser
 

CONTRIBUTING_CN.md

@@ -2,17 +2,17 @@
 
 考虑到我们的现状，我们需要灵活快速地交付，但我们也希望确保像你这样的贡献者在贡献过程中获得尽可能顺畅的体验。我们为此编写了这份贡献指南，旨在让你熟悉代码库和我们与贡献者的合作方式，以便你能快速进入有趣的部分。
 
-这份指南，就像 Dify 本身一样，是一个不断改进的工作。如果有时它落后于实际项目，我们非常感谢你的理解，并欢迎提供任何反馈以供我们改进。
+这份指南，就像 Dify 本身一样，是一个不断改进的工作。如果有时它落后于实际项目，我们非常感谢你的理解，并欢迎任何反馈以供我们改进。
 
-在许可方面，请花一分钟阅读我们简短的 [许可证和贡献者协议](./LICENSE)。社区还遵守 [行为准则](https://github.com/langgenius/.github/blob/main/CODE_OF_CONDUCT.md)。
+在许可方面，请花一分钟阅读我们简短的[许可证和贡献者协议](./LICENSE)。社区还遵守[行为准则](https://github.com/langgenius/.github/blob/main/CODE_OF_CONDUCT.md)。
 
 ## 在开始之前
 
-[查找](https://github.com/langgenius/dify/issues?q=is:issue+is:open)现有问题，或 [创建](https://github.com/langgenius/dify/issues/new/choose) 一个新问题。我们将问题分为两类：
+[查找](https://github.com/langgenius/dify/issues?q=is:issue+is:closed)现有问题，或[创建](https://github.com/langgenius/dify/issues/new/choose)一个新问题。我们将问题分为两类：
 
 ### 功能请求：
 
-* 如果您要提出新的功能请求，请解释所提议的功能的目标，并尽可能提供详细的上下文。[@perzeusss](https://github.com/perzeuss) 制作了一个很好的 [功能请求助手](https://udify.app/chat/MK2kVSnw1gakVwMX)，可以帮助您起草需求。随时尝试一下。
+* 如果您要提出新的功能请求，请解释所提议的功能的目标，并尽可能提供详细的上下文。[@perzeusss](https://github.com/perzeuss)制作了一个很好的[功能请求助手](https://udify.app/chat/MK2kVSnw1gakVwMX)，可以帮助您起草需求。随时尝试一下。
 
 * 如果您想从现有问题中选择一个，请在其下方留下评论表示您的意愿。
 
@@ -20,44 +20,45 @@
 
 根据所提议的功能所属的领域不同，您可能需要与不同的团队成员交流。以下是我们团队成员目前正在从事的各个领域的概述：
 
-  | 团队成员                                                       | 工作范围                                                |
+  | Member                                                       | Scope                                                |
   | ------------------------------------------------------------ | ---------------------------------------------------- |
-  | [@yeuoly](https://github.com/Yeuoly)                         | 架构 Agents                                  |
-  | [@jyong](https://github.com/JohnJyong)                       | RAG 流水线设计                                  |
-  | [@GarfieldDai](https://github.com/GarfieldDai)               | 构建 workflow 编排                     |
-  | [@iamjoel](https://github.com/iamjoel) & [@zxhlyh](https://github.com/zxhlyh) | 让我们的前端更易用                  |
-  | [@guchenhe](https://github.com/guchenhe) & [@crazywoola](https://github.com/crazywoola) | 开发人员体验, 综合事项联系人 |
-  | [@takatost](https://github.com/takatost)                     | 产品整体方向和架构           |
+  | [@yeuoly](https://github.com/Yeuoly)                         | Architecting Agents                                  |
+  | [@jyong](https://github.com/JohnJyong)                       | RAG pipeline design                                  |
+  | [@GarfieldDai](https://github.com/GarfieldDai)               | Building workflow orchestrations                     |
+  | [@iamjoel](https://github.com/iamjoel) & [@zxhlyh](https://github.com/zxhlyh) | Making our frontend a breeze to use                  |
+  | [@guchenhe](https://github.com/guchenhe) & [@crazywoola](https://github.com/crazywoola) | Developer experience, points of contact for anything |
+  | [@takatost](https://github.com/takatost)                     | Overall product direction and architecture           |
 
-  事项优先级：
+  How we prioritize:
 
-  | 功能类型                                                 | 优先级        |
+  | Feature Type                                                 | Priority        |
   | ------------------------------------------------------------ | --------------- |
-  | 被团队成员标记为高优先级的功能    | 高优先级   |
-  | 在 [community feedback board](https://github.com/langgenius/dify/discussions/categories/feedbacks) 内反馈的常见功能请求 | 中等优先级 |
-  | 非核心功能和小幅改进                     | 低优先级    |
-  | 有价值但不紧急                                   | 未来功能  |
+  | High-Priority Features as being labeled by a team member     | High Priority   |
+  | Popular feature requests from our [community feedback board](https://github.com/langgenius/dify/discussions/categories/feedbacks) | Medium Priority |
+  | Non-core features and minor enhancements                     | Low Priority    |
+  | Valuable but not immediate                                   | Future-Feature  |
 
-### 其他任何事情（例如 bug 报告、性能优化、拼写错误更正）：
+### 其他任何事情（例如bug报告、性能优化、拼写错误更正）：
 * 立即开始编码。
 
-  事项优先级：
+  How we prioritize:
 
-  | Issue 类型                                                   | 优先级        |
+  | Issue Type                                                   | Priority        |
   | ------------------------------------------------------------ | --------------- |
-  | 核心功能的 Bugs（例如无法登录、应用无法工作、安全漏洞） | 紧急        |
-  | 非紧急 bugs, 性能提升                        | 中等优先级 |
-  | 小幅修复(错别字, 能正常工作但存在误导的 UI)                | 低优先级    |
+  | Bugs in core functions (cannot login, applications not working, security loopholes) | Critical        |
+  | Non-critical bugs, performance boosts                        | Medium Priority |
+  | Minor fixes (typos, confusing but working UI)                | Low Priority    |
+
 
 ## 安装
 
-以下是设置 Dify 进行开发的步骤：
+以下是设置Dify进行开发的步骤：
 
-### 1. Fork 该仓库
+### 1. Fork该仓库
 
 ### 2. 克隆仓库
 
-从终端克隆代码仓库：
+从终端克隆fork的仓库：
 
 ```
 git clone git@github.com:<github_username>/dify.git
@@ -75,72 +76,72 @@ Dify 依赖以下工具和库：
 
 ### 4. 安装
 
-Dify 由后端和前端组成。通过 `cd api/` 导航到后端目录，然后按照 [后端 README](api/README.md) 进行安装。在另一个终端中，通过 `cd web/` 导航到前端目录，然后按照 [前端 README](web/README.md) 进行安装。
+Dify由后端和前端组成。通过`cd api/`导航到后端目录，然后按照[后端README](api/README.md)进行安装。在另一个终端中，通过`cd web/`导航到前端目录，然后按照[前端README](web/README.md)进行安装。
 
-查看 [安装常见问题解答](https://docs.dify.ai/v/zh-hans/learn-more/faq/install-faq) 以获取常见问题列表和故障排除步骤。
+查看[安装常见问题解答](https://docs.dify.ai/getting-started/faq/install-faq)以获取常见问题列表和故障排除步骤。
 
-### 5. 在浏览器中访问 Dify
+### 5. 在浏览器中访问Dify
 
-为了验证您的设置，打开浏览器并访问 [http://localhost:3000](http://localhost:3000)（默认或您自定义的 URL 和端口）。现在您应该看到 Dify 正在运行。
+为了验证您的设置，打开浏览器并访问[http://localhost:3000](http://localhost:3000)（默认或您自定义的URL和端口）。现在您应该看到Dify正在运行。
 
 ## 开发
 
-如果您要添加模型提供程序，请参考 [此指南](https://github.com/langgenius/dify/blob/main/api/core/model_runtime/README.md)。
+如果您要添加模型提供程序，请参考[此指南](https://github.com/langgenius/dify/blob/main/api/core/model_runtime/README.md)。
 
-如果您要向 Agent 或 Workflow 添加工具提供程序，请参考 [此指南](./api/core/tools/README.md)。
+如果您要向Agent或Workflow添加工具提供程序，请参考[此指南](./api/core/tools/README.md)。
 
-为了帮助您快速了解您的贡献在哪个部分，以下是 Dify 后端和前端的简要注释大纲：
+为了帮助您快速了解您的贡献在哪个部分，以下是Dify后端和前端的简要注释大纲：
 
 ### 后端
 
-Dify 的后端使用 Python 编写，使用 [Flask](https://flask.palletsprojects.com/en/3.0.x/) 框架。它使用 [SQLAlchemy](https://www.sqlalchemy.org/) 作为 ORM，使用 [Celery](https://docs.celeryq.dev/en/stable/getting-started/introduction.html) 作为任务队列。授权逻辑通过 Flask-login 进行处理。
+Dify的后端使用Python编写，使用[Flask](https://flask.palletsprojects.com/en/3.0.x/)框架。它使用[SQLAlchemy](https://www.sqlalchemy.org/)作为ORM，使用[Celery](https://docs.celeryq.dev/en/stable/getting-started/introduction.html)作为任务队列。授权逻辑通过Flask-login进行处理。
 
 ```
 [api/]
-├── constants             // 用于整个代码库的常量设置。
-├── controllers           // API 路由定义和请求处理逻辑。
-├── core                  // 核心应用编排、模型集成和工具。
-├── docker                // Docker 和容器化相关配置。
-├── events                // 事件处理和处理。
-├── extensions            // 与第三方框架/平台的扩展。
-├── fields                // 用于序列化/封装的字段定义。
-├── libs                  // 可重用的库和助手。
-├── migrations            // 数据库迁移脚本。
-├── models                // 数据库模型和架构定义。
-├── services              // 指定业务逻辑。
-├── storage               // 私钥存储。
-├── tasks                 // 异步任务和后台作业的处理。
+├── constants             // Constant settings used throughout code base.
+├── controllers           // API route definitions and request handling logic.           
+├── core                  // Core application orchestration, model integrations, and tools.
+├── docker                // Docker & containerization related configurations.
+├── events                // Event handling and processing
+├── extensions            // Extensions with 3rd party frameworks/platforms.
+├── fields                // field definitions for serialization/marshalling.
+├── libs                  // Reusable libraries and helpers.
+├── migrations            // Scripts for database migration.
+├── models                // Database models & schema definitions.
+├── services              // Specifies business logic.
+├── storage               // Private key storage.      
+├── tasks                 // Handling of async tasks and background jobs.
 └── tests
 ```
 
 ### 前端
 
-该网站使用基于 Typescript 的 [Next.js](https://nextjs.org/) 模板进行引导，并使用 [Tailwind CSS](https://tailwindcss.com/) 进行样式设计。[React-i18next](https://react.i18next.com/) 用于国际化。
+该网站使用基于Typescript的[Next.js](https://nextjs.org/)模板进行引导，并使用[Tailwind CSS](https://tailwindcss.com/)进行样式设计。[React-i18next](https://react.i18next.com/)用于国际化。
 
 ```
 [web/]
-├── app                   // 布局、页面和组件
-│   ├── (commonLayout)    // 整个应用通用的布局
-│   ├── (shareLayout)     // 在特定会话中共享的布局
-│   ├── activate          // 激活页面
-│   ├── components        // 页面和布局共享的组件
-│   ├── install           // 安装页面
-│   ├── signin            // 登录页面
-│   └── styles            // 全局共享的样式
-├── assets                // 静态资源
-├── bin                   // 构建步骤运行的脚本
-├── config                // 可调整的设置和选项
-├── context               // 应用中不同部分使用的共享上下文
-├── dictionaries          // 语言特定的翻译文件
-├── docker                // 容器配置
-├── hooks                 // 可重用的钩子
-├── i18n                  // 国际化配置
-├── models                // 描述数据模型和 API 响应的形状
-├── public                // 如 favicon 等元资源
-├── service               // 定义 API 操作的形状
-├── test
-├── types                 // 函数参数和返回值的描述
-└── utils                 // 共享的实用函数
+├── app                   // layouts, pages, and components
+│   ├── (commonLayout)    // common layout used throughout the app
+│   ├── (shareLayout)     // layouts specifically shared across token-specific sessions 
+│   ├── activate          // activate page
+│   ├── components        // shared by pages and layouts
+│   ├── install           // install page
+│   ├── signin            // signin page
+│   └── styles            // globally shared styles
+├── assets                // Static assets
+├── bin                   // scripts ran at build step
+├── config                // adjustable settings and options 
+├── context               // shared contexts used by different portions of the app
+├── dictionaries          // Language-specific translate files 
+├── docker                // container configurations
+├── hooks                 // Reusable hooks
+├── i18n                  // Internationalization configuration
+├── models                // describes data models & shapes of API responses
+├── public                // meta assets like favicon
+├── service               // specifies shapes of API actions
+├── test                  
+├── types                 // descriptions of function params and return values
+└── utils                 // Shared utility functions
 ```
 
 ## 提交你的 PR

CONTRIBUTING_JA.md

@@ -1,7 +1,7 @@
 Dify にコントリビュートしたいとお考えなのですね。それは素晴らしいことです。
 私たちは、LLM アプリケーションの構築と管理のための最も直感的なワークフローを設計するという壮大な野望を持っています。人数も資金も限られている新興企業として、コミュニティからの支援は本当に重要です。
 
-私たちは現状を鑑み、機敏かつ迅速に開発をする必要がありますが、同時にあなた様のようなコントリビューターの方々に、可能な限りスムーズな貢献体験をしていただきたいと思っています。そのためにこのコントリビュートガイドを作成しました。
+私たちは現状を鑑み、機敏かつ迅速に開発をする必要がありますが、同時にあなたのようなコントリビューターの方々に、可能な限りスムーズな貢献体験をしていただきたいと思っています。そのためにこのコントリビュートガイドを作成しました。
 コードベースやコントリビュータの方々と私たちがどのように仕事をしているのかに慣れていただき、楽しいパートにすぐに飛び込めるようにすることが目的です。
 
 このガイドは Dify そのものと同様に、継続的に改善されています。実際のプロジェクトに遅れをとることがあるかもしれませんが、ご理解のほどよろしくお願いいたします。
@@ -10,17 +10,17 @@ Dify にコントリビュートしたいとお考えなのですね。それは
 
 ## 飛び込む前に
 
-[既存の Issue](https://github.com/langgenius/dify/issues?q=is:issue+is:open) を探すか、[新しい Issue](https://github.com/langgenius/dify/issues/new/choose) を作成してください。私たちは Issue を 2 つのタイプに分類しています。
+[既存の Issue](https://github.com/langgenius/dify/issues?q=is:issue+is:closed) を探すか、[新しい Issue](https://github.com/langgenius/dify/issues/new/choose) を作成してください。私たちは Issue を 2 つのタイプに分類しています。
 
 ### 機能リクエスト
 
-* 新しい機能要望を出す場合は、提案する機能が何を実現するものなのかを説明し、可能な限り多くのコンテキストを含めてください。[@perzeusss](https://github.com/perzeuss)は、あなた様の要望を書き出すのに役立つ [Feature Request Copilot](https://udify.app/chat/MK2kVSnw1gakVwMX) を作ってくれました。気軽に試してみてください。
+* 新しい機能要望を出す場合は、提案する機能が何を実現するものなのかを説明し、可能な限り多くのコンテキストを含めてください。[@perzeusss](https://github.com/perzeuss)は、あなたの要望を書き出すのに役立つ [Feature Request Copilot](https://udify.app/chat/MK2kVSnw1gakVwMX) を作ってくれました。気軽に試してみてください。
 
 * 既存の課題から 1 つ選びたい場合は、その下にコメントを書いてください。
 
-  関連する方向で作業しているチームメンバーが参加します。すべてが良好であれば、コーディングを開始する許可が与えられます。私たちが変更を提案した場合にあなた様の作業が無駄になることがないよう、それまでこの機能の作業を控えていただくようお願いいたします。
+  関連する方向で作業しているチームメンバーが参加します。すべてが良好であれば、コーディングを開始する許可が与えられます。私たちが変更を提案した場合にあなたの作業が無駄になることがないよう、それまでこの機能の作業を控えていただくようお願いいたします。
 
-  提案された機能がどの分野に属するかによって、あなた様は異なるチーム・メンバーと話をするかもしれません。以下は、各チームメンバーが現在取り組んでいる分野の概要です。
+  提案された機能がどの分野に属するかによって、あなたは異なるチーム・メンバーと話をするかもしれません。以下は、各チームメンバーが現在取り組んでいる分野の概要です。
 
 | Member                                                                                  | Scope                                |
 | --------------------------------------------------------------------------------------- | ------------------------------------ |
@@ -82,7 +82,7 @@ Dify はバックエンドとフロントエンドから構成されています
 まず`cd api/`でバックエンドのディレクトリに移動し、[Backend README](api/README.md)に従ってインストールします。
 次に別のターミナルで、`cd web/`でフロントエンドのディレクトリに移動し、[Frontend README](web/README.md)に従ってインストールしてください。
 
-よくある問題とトラブルシューティングの手順については、[installation FAQ](https://docs.dify.ai/v/japanese/learn-more/faq/install-faq) を確認してください。
+よくある問題とトラブルシューティングの手順については、[installation FAQ](https://docs.dify.ai/getting-started/faq/install-faq) を確認してください。
 
 ### 5. ブラウザで dify にアクセスする
 
@@ -153,7 +153,7 @@ Dify のバックエンドは[Flask](https://flask.palletsprojects.com/en/3.0.x/
 いよいよ、私たちのリポジトリにプルリクエスト (PR) を提出する時が来ました。主要な機能については、まず `deploy/dev` ブランチにマージしてテストしてから `main` ブランチにマージします。
 マージ競合などの問題が発生した場合、またはプル リクエストを開く方法がわからない場合は、[GitHub's pull request tutorial](https://docs.github.com/en/pull-requests/collaborating-with-pull-requests) をチェックしてみてください。
 
-これで完了です！あなた様の PR がマージされると、[README](https://github.com/langgenius/dify/blob/main/README.md) にコントリビューターとして紹介されます。
+これで完了です！あなたの PR がマージされると、[README](https://github.com/langgenius/dify/blob/main/README.md) にコントリビューターとして紹介されます。
 
 ## ヘルプを得る
 

CONTRIBUTING_VI.md

@@ -1,156 +0,0 @@
-Thật tuyệt vời khi bạn muốn đóng góp cho Dify! Chúng tôi rất mong chờ được thấy những gì bạn sẽ làm. Là một startup với nguồn nhân lực và tài chính hạn chế, chúng tôi có tham vọng lớn là thiết kế quy trình trực quan nhất để xây dựng và quản lý các ứng dụng LLM. Mọi sự giúp đỡ từ cộng đồng đều rất quý giá đối với chúng tôi.
-
-Chúng tôi cần linh hoạt và làm việc nhanh chóng, nhưng đồng thời cũng muốn đảm bảo các cộng tác viên như bạn có trải nghiệm đóng góp thuận lợi nhất có thể. Chúng tôi đã tạo ra hướng dẫn đóng góp này nhằm giúp bạn làm quen với codebase và cách chúng tôi làm việc với các cộng tác viên, để bạn có thể nhanh chóng bắt tay vào phần thú vị.
-
-Hướng dẫn này, cũng như bản thân Dify, đang trong quá trình cải tiến liên tục. Chúng tôi rất cảm kích sự thông cảm của bạn nếu đôi khi nó không theo kịp dự án thực tế, và chúng tôi luôn hoan nghênh mọi phản hồi để cải thiện.
-
-Về vấn đề cấp phép, xin vui lòng dành chút thời gian đọc qua [Thỏa thuận Cấp phép và Đóng góp](./LICENSE) ngắn gọn của chúng tôi. Cộng đồng cũng tuân thủ [quy tắc ứng xử](https://github.com/langgenius/.github/blob/main/CODE_OF_CONDUCT.md).
-
-## Trước khi bắt đầu
-
-[Tìm kiếm](https://github.com/langgenius/dify/issues?q=is:issue+is:open) một vấn đề hiện có, hoặc [tạo mới](https://github.com/langgenius/dify/issues/new/choose) một vấn đề. Chúng tôi phân loại các vấn đề thành 2 loại:
-
-### Yêu cầu tính năng:
-
-* Nếu bạn đang tạo một yêu cầu tính năng mới, chúng tôi muốn bạn giải thích tính năng đề xuất sẽ đạt được điều gì và cung cấp càng nhiều thông tin chi tiết càng tốt. [@perzeusss](https://github.com/perzeuss) đã tạo một [Trợ lý Yêu cầu Tính năng](https://udify.app/chat/MK2kVSnw1gakVwMX) rất hữu ích để giúp bạn soạn thảo nhu cầu của mình. Hãy thử dùng nó nhé.
-
-* Nếu bạn muốn chọn một vấn đề từ danh sách hiện có, chỉ cần để lại bình luận dưới vấn đề đó nói rằng bạn sẽ làm.
-
-  Một thành viên trong nhóm làm việc trong lĩnh vực liên quan sẽ được thông báo. Nếu mọi thứ ổn, họ sẽ cho phép bạn bắt đầu code. Chúng tôi yêu cầu bạn chờ đợi cho đến lúc đó trước khi bắt tay vào làm tính năng, để không lãng phí công sức của bạn nếu chúng tôi đề xuất thay đổi.
-
-  Tùy thuộc vào lĩnh vực mà tính năng đề xuất thuộc về, bạn có thể nói chuyện với các thành viên khác nhau trong nhóm. Dưới đây là danh sách các lĩnh vực mà các thành viên trong nhóm chúng tôi đang làm việc hiện tại:
-
-  | Thành viên                                                   | Phạm vi                                              |
-  | ------------------------------------------------------------ | ---------------------------------------------------- |
-  | [@yeuoly](https://github.com/Yeuoly)                         | Thiết kế kiến trúc Agents                            |
-  | [@jyong](https://github.com/JohnJyong)                       | Thiết kế quy trình RAG                               |
-  | [@GarfieldDai](https://github.com/GarfieldDai)               | Xây dựng quy trình làm việc                          |
-  | [@iamjoel](https://github.com/iamjoel) & [@zxhlyh](https://github.com/zxhlyh) | Làm cho giao diện người dùng dễ sử dụng              |
-  | [@guchenhe](https://github.com/guchenhe) & [@crazywoola](https://github.com/crazywoola) | Trải nghiệm nhà phát triển, đầu mối liên hệ cho mọi vấn đề |
-  | [@takatost](https://github.com/takatost)                     | Định hướng và kiến trúc tổng thể sản phẩm            |
-
-  Cách chúng tôi ưu tiên:
-
-  | Loại tính năng                                               | Mức độ ưu tiên |
-  | ------------------------------------------------------------ | -------------- |
-  | Tính năng ưu tiên cao được gắn nhãn bởi thành viên trong nhóm | Ưu tiên cao    |
-  | Yêu cầu tính năng phổ biến từ [bảng phản hồi cộng đồng](https://github.com/langgenius/dify/discussions/categories/feedbacks) của chúng tôi | Ưu tiên trung bình |
-  | Tính năng không quan trọng và cải tiến nhỏ                   | Ưu tiên thấp   |
-  | Có giá trị nhưng không cấp bách                              | Tính năng tương lai |
-
-### Những vấn đề khác (ví dụ: báo cáo lỗi, tối ưu hiệu suất, sửa lỗi chính tả):
-
-* Bắt đầu code ngay lập tức.
-
-  Cách chúng tôi ưu tiên:
-
-  | Loại vấn đề                                                  | Mức độ ưu tiên |
-  | ------------------------------------------------------------ | -------------- |
-  | Lỗi trong các chức năng chính (không thể đăng nhập, ứng dụng không hoạt động, lỗ hổng bảo mật) | Nghiêm trọng   |
-  | Lỗi không quan trọng, cải thiện hiệu suất                    | Ưu tiên trung bình |
-  | Sửa lỗi nhỏ (lỗi chính tả, giao diện người dùng gây nhầm lẫn nhưng vẫn hoạt động) | Ưu tiên thấp   |
-
-
-## Cài đặt
-
-Dưới đây là các bước để thiết lập Dify cho việc phát triển:
-
-### 1. Fork repository này
-
-### 2. Clone repository
-
- Clone repository đã fork từ terminal của bạn:
-
-```
-git clone git@github.com:<tên_người_dùng_github>/dify.git
-```
-
-### 3. Kiểm tra các phụ thuộc
-
-Dify yêu cầu các phụ thuộc sau để build, hãy đảm bảo chúng đã được cài đặt trên hệ thống của bạn:
-
-- [Docker](https://www.docker.com/)
-- [Docker Compose](https://docs.docker.com/compose/install/)
-- [Node.js v18.x (LTS)](http://nodejs.org)
-- [npm](https://www.npmjs.com/) phiên bản 8.x.x hoặc [Yarn](https://yarnpkg.com/)
-- [Python](https://www.python.org/) phiên bản 3.10.x
-
-### 4. Cài đặt
-
-Dify bao gồm một backend và một frontend. Đi đến thư mục backend bằng lệnh `cd api/`, sau đó làm theo hướng dẫn trong [README của Backend](api/README.md) để cài đặt. Trong một terminal khác, đi đến thư mục frontend bằng lệnh `cd web/`, sau đó làm theo hướng dẫn trong [README của Frontend](web/README.md) để cài đặt.
-
-Kiểm tra [FAQ về cài đặt](https://docs.dify.ai/learn-more/faq/self-host-faq) để xem danh sách các vấn đề thường gặp và các bước khắc phục.
-
-### 5. Truy cập Dify trong trình duyệt của bạn
-
-Để xác nhận cài đặt của bạn, hãy truy cập [http://localhost:3000](http://localhost:3000) (địa chỉ mặc định, hoặc URL và cổng bạn đã cấu hình) trong trình duyệt. Bạn sẽ thấy Dify đang chạy.
-
-## Phát triển
-
-Nếu bạn đang thêm một nhà cung cấp mô hình, [hướng dẫn này](https://github.com/langgenius/dify/blob/main/api/core/model_runtime/README.md) dành cho bạn.
-
-Nếu bạn đang thêm một nhà cung cấp công cụ cho Agent hoặc Workflow, [hướng dẫn này](./api/core/tools/README.md) dành cho bạn.
-
-Để giúp bạn nhanh chóng định hướng phần đóng góp của mình, dưới đây là một bản phác thảo ngắn gọn về cấu trúc backend & frontend của Dify:
-
-### Backend
-
-Backend của Dify được viết bằng Python sử dụng [Flask](https://flask.palletsprojects.com/en/3.0.x/). Nó sử dụng [SQLAlchemy](https://www.sqlalchemy.org/) cho ORM và [Celery](https://docs.celeryq.dev/en/stable/getting-started/introduction.html) cho hàng đợi tác vụ. Logic xác thực được thực hiện thông qua Flask-login.
-
-```
-[api/]
-├── constants             // Các cài đặt hằng số được sử dụng trong toàn bộ codebase.
-├── controllers           // Định nghĩa các route API và logic xử lý yêu cầu.           
-├── core                  // Điều phối ứng dụng cốt lõi, tích hợp mô hình và công cụ.
-├── docker                // Cấu hình liên quan đến Docker & containerization.
-├── events                // Xử lý và xử lý sự kiện
-├── extensions            // Mở rộng với các framework/nền tảng bên thứ 3.
-├── fields                // Định nghĩa trường cho serialization/marshalling.
-├── libs                  // Thư viện và tiện ích có thể tái sử dụng.
-├── migrations            // Script cho việc di chuyển cơ sở dữ liệu.
-├── models                // Mô hình cơ sở dữ liệu & định nghĩa schema.
-├── services              // Xác định logic nghiệp vụ.
-├── storage               // Lưu trữ khóa riêng tư.      
-├── tasks                 // Xử lý các tác vụ bất đồng bộ và công việc nền.
-└── tests
-```
-
-### Frontend
-
-Website được khởi tạo trên boilerplate [Next.js](https://nextjs.org/) bằng Typescript và sử dụng [Tailwind CSS](https://tailwindcss.com/) cho styling. [React-i18next](https://react.i18next.com/) được sử dụng cho việc quốc tế hóa.
-
-```
-[web/]
-├── app                   // layouts, pages và components
-│   ├── (commonLayout)    // layout chung được sử dụng trong toàn bộ ứng dụng
-│   ├── (shareLayout)     // layouts được chia sẻ cụ thể cho các phiên dựa trên token 
-│   ├── activate          // trang kích hoạt
-│   ├── components        // được chia sẻ bởi các trang và layouts
-│   ├── install           // trang cài đặt
-│   ├── signin            // trang đăng nhập
-│   └── styles            // styles được chia sẻ toàn cục
-├── assets                // Tài nguyên tĩnh
-├── bin                   // scripts chạy ở bước build
-├── config                // cài đặt và tùy chọn có thể điều chỉnh 
-├── context               // contexts được chia sẻ bởi các phần khác nhau của ứng dụng
-├── dictionaries          // File dịch cho từng ngôn ngữ 
-├── docker                // cấu hình container
-├── hooks                 // Hooks có thể tái sử dụng
-├── i18n                  // Cấu hình quốc tế hóa
-├── models                // mô tả các mô hình dữ liệu & hình dạng của phản hồi API
-├── public                // tài nguyên meta như favicon
-├── service               // xác định hình dạng của các hành động API
-├── test                  
-├── types                 // mô tả các tham số hàm và giá trị trả về
-└── utils                 // Các hàm tiện ích được chia sẻ
-```
-
-## Gửi PR của bạn
-
-Cuối cùng, đã đến lúc mở một pull request (PR) đến repository của chúng tôi. Đối với các tính năng lớn, chúng tôi sẽ merge chúng vào nhánh `deploy/dev` để kiểm tra trước khi đưa vào nhánh `main`. Nếu bạn gặp vấn đề như xung đột merge hoặc không biết cách mở pull request, hãy xem [hướng dẫn về pull request của GitHub](https://docs.github.com/en/pull-requests/collaborating-with-pull-requests).
-
-Và thế là xong! Khi PR của bạn được merge, bạn sẽ được giới thiệu là một người đóng góp trong [README](https://github.com/langgenius/dify/blob/main/README.md) của chúng tôi.
-
-## Nhận trợ giúp
-
-Nếu bạn gặp khó khăn hoặc có câu hỏi cấp bách trong quá trình đóng góp, hãy đặt câu hỏi của bạn trong vấn đề GitHub liên quan, hoặc tham gia [Discord](https://discord.gg/8Tpq4AcN9c) của chúng tôi để trò chuyện nhanh chóng.

LICENSE

@@ -4,7 +4,7 @@ Dify is licensed under the Apache License 2.0, with the following additional con
 
 1. Dify may be utilized commercially, including as a backend service for other applications or as an application development platform for enterprises. Should the conditions below be met, a commercial license must be obtained from the producer:
 
-a. Multi-tenant service: Unless explicitly authorized by Dify in writing, you may not use the Dify source code to operate a multi-tenant environment. 
+a. Multi-tenant SaaS service: Unless explicitly authorized by Dify in writing, you may not use the Dify source code to operate a multi-tenant environment. 
     - Tenant Definition: Within the context of Dify, one tenant corresponds to one workspace. The workspace provides a separated area for each tenant's data and configurations.
 
 b. LOGO and copyright information: In the process of using Dify's frontend components, you may not remove or modify the LOGO or copyright information in the Dify console or applications. This restriction is inapplicable to uses of Dify that do not involve its frontend components.

README.md

@@ -4,7 +4,7 @@
   <a href="https://cloud.dify.ai">Dify Cloud</a> ·
   <a href="https://docs.dify.ai/getting-started/install-self-hosted">Self-hosting</a> ·
   <a href="https://docs.dify.ai">Documentation</a> ·
-  <a href="https://udify.app/chat/22L1zSxg6yW1cWQg">Enterprise inquiry</a>
+  <a href="https://cal.com/guchenhe/60-min-meeting">Enterprise inquiry</a>
 </p>
 
 <p align="center">
@@ -17,7 +17,7 @@
             alt="chat on Discord"></a>
     <a href="https://twitter.com/intent/follow?screen_name=dify_ai" target="_blank">
         <img src="https://img.shields.io/twitter/follow/dify_ai?logo=X&color=%20%23f5f5f5"
-            alt="follow on X(Twitter)"></a>
+            alt="follow on Twitter"></a>
     <a href="https://hub.docker.com/u/langgenius" target="_blank">
         <img alt="Docker Pulls" src="https://img.shields.io/docker/pulls/langgenius/dify-web?labelColor=%20%23FDB062&color=%20%23f79009"></a>
     <a href="https://github.com/langgenius/dify/graphs/commit-activity" target="_blank">
@@ -37,8 +37,6 @@
   <a href="./README_KL.md"><img alt="README tlhIngan Hol" src="https://img.shields.io/badge/Klingon-d9d9d9"></a>
   <a href="./README_KR.md"><img alt="README in Korean" src="https://img.shields.io/badge/한국어-d9d9d9"></a>
   <a href="./README_AR.md"><img alt="README بالعربية" src="https://img.shields.io/badge/العربية-d9d9d9"></a>
-  <a href="./README_TR.md"><img alt="Türkçe README" src="https://img.shields.io/badge/Türkçe-d9d9d9"></a>
-  <a href="./README_VI.md"><img alt="README Tiếng Việt" src="https://img.shields.io/badge/Ti%E1%BA%BFng%20Vi%E1%BB%87t-d9d9d9"></a>
 </p>
 
 
@@ -66,7 +64,7 @@ Dify is an open-source LLM app development platform. Its intuitive interface com
   Extensive RAG capabilities that cover everything from document ingestion to retrieval, with out-of-box support for text extraction from PDFs, PPTs, and other common document formats.
 
 **5. Agent capabilities**: 
-  You can define agents based on LLM Function Calling or ReAct, and add pre-built or custom tools for the agent. Dify provides 50+ built-in tools for AI agents, such as Google Search, DALL·E, Stable Diffusion and WolframAlpha.
+  You can define agents based on LLM Function Calling or ReAct, and add pre-built or custom tools for the agent. Dify provides 50+ built-in tools for AI agents, such as Google Search, DELL·E, Stable Diffusion and WolframAlpha.
 
 **6. LLMOps**: 
   Monitor and analyze application logs and performance over time. You could continuously improve prompts, datasets, and models based on production data and annotations.
@@ -152,7 +150,7 @@ Quickly get Dify running in your environment with this [starter guide](#quick-st
 Use our [documentation](https://docs.dify.ai) for further references and more in-depth instructions.
 
 - **Dify for enterprise / organizations</br>**
-We provide additional enterprise-centric features. [Log your questions for us through this chatbot](https://udify.app/chat/22L1zSxg6yW1cWQg) or [send us an email](mailto:business@dify.ai?subject=[GitHub]Business%20License%20Inquiry) to discuss enterprise needs. </br>
+We provide additional enterprise-centric features. [Schedule a meeting with us](https://cal.com/guchenhe/30min) or [send us an email](mailto:business@dify.ai?subject=[GitHub]Business%20License%20Inquiry) to discuss enterprise needs. </br>
   > For startups and small businesses using AWS, check out [Dify Premium on AWS Marketplace](https://aws.amazon.com/marketplace/pp/prodview-t22mebxzwjhu6) and deploy it to your own AWS VPC with one-click. It's an affordable AMI offering with the option to create apps with custom logo and branding.
 
 
@@ -196,14 +194,10 @@ If you'd like to configure a highly-available setup, there are community-contrib
 
 #### Using Terraform for Deployment
 
-Deploy Dify to Cloud Platform with a single click using [terraform](https://www.terraform.io/)
-
 ##### Azure Global
+Deploy Dify to Azure with a single click using [terraform](https://www.terraform.io/).
 - [Azure Terraform by @nikawang](https://github.com/nikawang/dify-azure-terraform)
 
-##### Google Cloud
-- [Google Cloud Terraform by @sotazum](https://github.com/DeNA/dify-google-cloud-terraform)
-
 ## Contributing
 
 For those who'd like to contribute code, see our [Contribution Guide](https://github.com/langgenius/dify/blob/main/CONTRIBUTING.md). 
@@ -222,8 +216,26 @@ At the same time, please consider supporting Dify by sharing it on social media
 
 * [Github Discussion](https://github.com/langgenius/dify/discussions). Best for: sharing feedback and asking questions.
 * [GitHub Issues](https://github.com/langgenius/dify/issues). Best for: bugs you encounter using Dify.AI, and feature proposals. See our [Contribution Guide](https://github.com/langgenius/dify/blob/main/CONTRIBUTING.md).
+* [Email](mailto:support@dify.ai?subject=[GitHub]Questions%20About%20Dify). Best for: questions you have about using Dify.AI.
 * [Discord](https://discord.gg/FngNHpbcY7). Best for: sharing your applications and hanging out with the community.
-* [X(Twitter)](https://twitter.com/dify_ai). Best for: sharing your applications and hanging out with the community.
+* [Twitter](https://twitter.com/dify_ai). Best for: sharing your applications and hanging out with the community.
+
+Or, schedule a meeting directly with a team member:
+
+<table>
+  <tr>
+    <th>Point of Contact</th>
+    <th>Purpose</th>
+  </tr>
+  <tr>
+    <td><a href='https://cal.com/guchenhe/15min' target='_blank'><img class="schedule-button" src='https://github.com/langgenius/dify/assets/13230914/9ebcd111-1205-4d71-83d5-948d70b809f5' alt='Git-Hub-README-Button-3x' style="width: 180px; height: auto; object-fit: contain;"/></a></td>
+    <td>Business enquiries & product feedback</td>
+  </tr>
+  <tr>
+    <td><a href='https://cal.com/pinkbanana' target='_blank'><img class="schedule-button" src='https://github.com/langgenius/dify/assets/13230914/d1edd00a-d7e4-4513-be6c-e57038e143fd' alt='Git-Hub-README-Button-2x' style="width: 180px; height: auto; object-fit: contain;"/></a></td>
+    <td>Contributions, issues & feature requests</td>
+  </tr>
+</table>
 
 ## Star history
 

README_AR.md

@@ -4,7 +4,7 @@
   <a href="https://cloud.dify.ai">Dify Cloud</a> ·
   <a href="https://docs.dify.ai/getting-started/install-self-hosted">الاستضافة الذاتية</a> ·
   <a href="https://docs.dify.ai">التوثيق</a> ·
-  <a href="https://udify.app/chat/22L1zSxg6yW1cWQg">استفسار الشركات (للإنجليزية فقط)</a>
+  <a href="https://cal.com/guchenhe/60-min-meeting">استفسارات الشركات</a>
 </p>
 
 <p align="center">
@@ -17,7 +17,7 @@
             alt="chat on Discord"></a>
     <a href="https://twitter.com/intent/follow?screen_name=dify_ai" target="_blank">
         <img src="https://img.shields.io/twitter/follow/dify_ai?logo=X&color=%20%23f5f5f5"
-            alt="follow on X(Twitter)"></a>
+            alt="follow on Twitter"></a>
     <a href="https://hub.docker.com/u/langgenius" target="_blank">
         <img alt="Docker Pulls" src="https://img.shields.io/docker/pulls/langgenius/dify-web?labelColor=%20%23FDB062&color=%20%23f79009"></a>
     <a href="https://github.com/langgenius/dify/graphs/commit-activity" target="_blank">
@@ -37,8 +37,6 @@
   <a href="./README_KL.md"><img alt="README tlhIngan Hol" src="https://img.shields.io/badge/Klingon-d9d9d9"></a>
   <a href="./README_KR.md"><img alt="README in Korean" src="https://img.shields.io/badge/한국어-d9d9d9"></a>
   <a href="./README_AR.md"><img alt="README بالعربية" src="https://img.shields.io/badge/العربية-d9d9d9"></a>
-  <a href="./README_TR.md"><img alt="Türkçe README" src="https://img.shields.io/badge/Türkçe-d9d9d9"></a>
-  <a href="./README_VI.md"><img alt="README Tiếng Việt" src="https://img.shields.io/badge/Ti%E1%BA%BFng%20Vi%E1%BB%87t-d9d9d9"></a>
 </p>
 
 <div style="text-align: right;">
@@ -58,7 +56,7 @@
 
 **4. خط أنابيب RAG**: قدرات RAG الواسعة التي تغطي كل شيء من استيعاب الوثائق إلى الاسترجاع، مع الدعم الفوري لاستخراج النص من ملفات PDF و PPT وتنسيقات الوثائق الشائعة الأخرى.
 
-**5. قدرات الوكيل**: يمكنك تعريف الوكلاء بناءً على أمر وظيفة LLM أو ReAct، وإضافة أدوات مدمجة أو مخصصة للوكيل. توفر Dify أكثر من 50 أداة مدمجة لوكلاء الذكاء الاصطناعي، مثل البحث في Google و DALL·E وStable Diffusion و WolframAlpha.
+**5. قدرات الوكيل**: يمكنك تعريف الوكلاء بناءً على أمر وظيفة LLM أو ReAct، وإضافة أدوات مدمجة أو مخصصة للوكيل. توفر Dify أكثر من 50 أداة مدمجة لوكلاء الذكاء الاصطناعي، مثل البحث في Google و DELL·E وStable Diffusion و WolframAlpha.
 
 **6. الـ LLMOps**: راقب وتحلل سجلات التطبيق والأداء على مر الزمن. يمكنك تحسين الأوامر والبيانات والنماذج باستمرار استنادًا إلى البيانات الإنتاجية والتعليقات.
 
@@ -179,13 +177,10 @@ docker compose up -d
 
 #### استخدام Terraform للتوزيع
 
-انشر Dify إلى منصة السحابة بنقرة واحدة باستخدام [terraform](https://www.terraform.io/)
-
 ##### Azure Global
+استخدم [terraform](https://www.terraform.io/) لنشر Dify على Azure بنقرة واحدة.
 - [Azure Terraform بواسطة @nikawang](https://github.com/nikawang/dify-azure-terraform)
 
-##### Google Cloud
-- [Google Cloud Terraform بواسطة @sotazum](https://github.com/DeNA/dify-google-cloud-terraform)
 
 ## المساهمة
 
@@ -204,9 +199,27 @@ docker compose up -d
 ## المجتمع والاتصال
 * [مناقشة Github](https://github.com/langgenius/dify/discussions). الأفضل لـ: مشاركة التعليقات وطرح الأسئلة.
 * [المشكلات على GitHub](https://github.com/langgenius/dify/issues). الأفضل لـ: الأخطاء التي تواجهها في استخدام Dify.AI، واقتراحات الميزات. انظر [دليل المساهمة](https://github.com/langgenius/dify/blob/main/CONTRIBUTING.md).
+* [البريد الإلكتروني](mailto:support@dify.ai?subject=[GitHub]Questions%20About%20Dify). الأفضل لـ: الأسئلة التي تتعلق باستخدام Dify.AI.
 * [Discord](https://discord.gg/FngNHpbcY7). الأفضل لـ: مشاركة تطبيقاتك والترفيه مع المجتمع.
 * [تويتر](https://twitter.com/dify_ai). الأفضل لـ: مشاركة تطبيقاتك والترفيه مع المجتمع.
 
+أو، قم بجدولة اجتماع مباشرة مع أحد أعضاء الفريق:
+
+<table>
+  <tr>
+    <th>نقطة الاتصال</th>
+    <th>الغرض</th>
+  </tr>
+  <tr>
+    <td><a href='https://cal.com/guchenhe/15min' target='_blank'><img class="schedule-button" src='https://github.com/langgenius/dify/assets/13230914/9ebcd111-1205-4d71-83d5-948d70b809f5' alt='Git-Hub-README-Button-3x' style="width: 180px; height: auto; object-fit: contain;"/></a></td>
+    <td>استفسارات الأعمال واقتراحات حول المنتج</td>
+  </tr>
+  <tr>
+    <td><a href='https://cal.com/pinkbanana' target='_blank'><img class="schedule-button" src='https://github.com/langgenius/dify/assets/13230914/d1edd00a-d7e4-4513-be6c-e57038e143fd' alt='Git-Hub-README-Button-2x' style="width: 180px; height: auto; object-fit: contain;"/></a></td>
+    <td>المساهمات والمشكلات وطلبات الميزات</td>
+  </tr>
+</table>
+
 ## تاريخ النجمة
 
 [![Star History Chart](https://api.star-history.com/svg?repos=langgenius/dify&type=Date)](https://star-history.com/#langgenius/dify&Date)

README_CN.md

@@ -4,7 +4,7 @@
   <a href="https://cloud.dify.ai">Dify 云服务</a> ·
   <a href="https://docs.dify.ai/getting-started/install-self-hosted">自托管</a> ·
   <a href="https://docs.dify.ai">文档</a> ·
-  <a href="https://udify.app/chat/22L1zSxg6yW1cWQg">（需用英文）常见问题解答 / 联系团队</a>
+  <a href="https://cal.com/guchenhe/dify-demo">预约演示</a>
 </div>
 
 <p align="center">
@@ -17,7 +17,7 @@
             alt="chat on Discord"></a>
     <a href="https://twitter.com/intent/follow?screen_name=dify_ai" target="_blank">
         <img src="https://img.shields.io/twitter/follow/dify_ai?logo=X&color=%20%23f5f5f5"
-            alt="follow on X(Twitter)"></a>
+            alt="follow on Twitter"></a>
     <a href="https://hub.docker.com/u/langgenius" target="_blank">
         <img alt="Docker Pulls" src="https://img.shields.io/docker/pulls/langgenius/dify-web?labelColor=%20%23FDB062&color=%20%23f79009"></a>
     <a href="https://github.com/langgenius/dify/graphs/commit-activity" target="_blank">
@@ -29,16 +29,13 @@
 </p>
 
 <div align="center">
-  <a href="./README.md"><img alt="README in English" src="https://img.shields.io/badge/English-d9d9d9"></a>
-  <a href="./README_CN.md"><img alt="简体中文版自述文件" src="https://img.shields.io/badge/简体中文-d9d9d9"></a>
-  <a href="./README_JA.md"><img alt="日本語のREADME" src="https://img.shields.io/badge/日本語-d9d9d9"></a>
-  <a href="./README_ES.md"><img alt="README en Español" src="https://img.shields.io/badge/Español-d9d9d9"></a>
-  <a href="./README_FR.md"><img alt="README en Français" src="https://img.shields.io/badge/Français-d9d9d9"></a>
-  <a href="./README_KL.md"><img alt="README tlhIngan Hol" src="https://img.shields.io/badge/Klingon-d9d9d9"></a>
-  <a href="./README_KR.md"><img alt="README in Korean" src="https://img.shields.io/badge/한국어-d9d9d9"></a>
-  <a href="./README_AR.md"><img alt="README بالعربية" src="https://img.shields.io/badge/العربية-d9d9d9"></a>
-  <a href="./README_TR.md"><img alt="Türkçe README" src="https://img.shields.io/badge/Türkçe-d9d9d9"></a>
-  <a href="./README_VI.md"><img alt="README Tiếng Việt" src="https://img.shields.io/badge/Ti%E1%BA%BFng%20Vi%E1%BB%87t-d9d9d9"></a>
+  <a href="./README.md"><img alt="上个月的提交次数" src="https://img.shields.io/badge/英文-d9d9d9"></a>
+  <a href="./README_CN.md"><img alt="上个月的提交次数" src="https://img.shields.io/badge/简体中文-d9d9d9"></a>
+  <a href="./README_JA.md"><img alt="上个月的提交次数" src="https://img.shields.io/badge/日本語-d9d9d9"></a>
+  <a href="./README_ES.md"><img alt="上个月的提交次数" src="https://img.shields.io/badge/西班牙语-d9d9d9"></a>
+  <a href="./README_KL.md"><img alt="上个月的提交次数" src="https://img.shields.io/badge/法语-d9d9d9"></a>
+  <a href="./README_FR.md"><img alt="上个月的提交次数" src="https://img.shields.io/badge/克林贡语-d9d9d9"></a>
+  <a href="./README_KR.md"><img alt="上个月的提交次数" src="https://img.shields.io/badge/韓國語-d9d9d9"></a>
 </div>
 
 
@@ -72,7 +69,7 @@ Dify 是一个开源的 LLM 应用开发平台。其直观的界面结合了 AI
   广泛的 RAG 功能，涵盖从文档摄入到检索的所有内容，支持从 PDF、PPT 和其他常见文档格式中提取文本的开箱即用的支持。
 
 **5. Agent 智能体**: 
-  您可以基于 LLM 函数调用或 ReAct 定义 Agent，并为 Agent 添加预构建或自定义工具。Dify 为 AI Agent 提供了50多种内置工具，如谷歌搜索、DALL·E、Stable Diffusion 和 WolframAlpha 等。
+  您可以基于 LLM 函数调用或 ReAct 定义 Agent，并为 Agent 添加预构建或自定义工具。Dify 为 AI Agent 提供了50多种内置工具，如谷歌搜索、DELL·E、Stable Diffusion 和 WolframAlpha 等。
 
 **6. LLMOps**: 
   随时间监视和分析应用程序日志和性能。您可以根据生产数据和标注持续改进提示、数据集和模型。
@@ -158,7 +155,7 @@ Dify 是一个开源的 LLM 应用开发平台。其直观的界面结合了 AI
 使用我们的[文档](https://docs.dify.ai)进行进一步的参考和更深入的说明。
 
 - **面向企业/组织的 Dify</br>**
-我们提供额外的面向企业的功能。[给我们发送电子邮件](mailto:business@dify.ai?subject=[GitHub]Business%20License%20Inquiry)讨论企业需求。 </br>
+我们提供额外的面向企业的功能。[与我们安排会议](https://cal.com/guchenhe/30min)或[给我们发送电子邮件](mailto:business@dify.ai?subject=[GitHub]Business%20License%20Inquiry)讨论企业需求。 </br>
   > 对于使用 AWS 的初创公司和中小型企业，请查看 [AWS Marketplace 上的 Dify 高级版](https://aws.amazon.com/marketplace/pp/prodview-t22mebxzwjhu6)，并使用一键部署到您自己的 AWS VPC。它是一个价格实惠的 AMI 产品，提供了使用自定义徽标和品牌创建应用程序的选项。
 
 ## 保持领先
@@ -202,14 +199,10 @@ docker compose up -d
 
 #### 使用 Terraform 部署
 
-使用 [terraform](https://www.terraform.io/) 一键将 Dify 部署到云平台
-
 ##### Azure Global
+使用 [terraform](https://www.terraform.io/) 一键部署 Dify 到 Azure。
 - [Azure Terraform by @nikawang](https://github.com/nikawang/dify-azure-terraform)
 
-##### Google Cloud
-- [Google Cloud Terraform by @sotazum](https://github.com/DeNA/dify-google-cloud-terraform)
-
 ## Star History
 
 [![Star History Chart](https://api.star-history.com/svg?repos=langgenius/dify&type=Date)](https://star-history.com/#langgenius/dify&Date)
@@ -236,7 +229,7 @@ docker compose up -d
 - [GitHub Issues](https://github.com/langgenius/dify/issues)。👉：使用 Dify.AI 时遇到的错误和问题，请参阅[贡献指南](CONTRIBUTING.md)。
 - [电子邮件支持](mailto:hello@dify.ai?subject=[GitHub]Questions%20About%20Dify)。👉：关于使用 Dify.AI 的问题。
 - [Discord](https://discord.gg/FngNHpbcY7)。👉：分享您的应用程序并与社区交流。
-- [X(Twitter)](https://twitter.com/dify_ai)。👉：分享您的应用程序并与社区交流。
+- [Twitter](https://twitter.com/dify_ai)。👉：分享您的应用程序并与社区交流。
 - [商业许可](mailto:business@dify.ai?subject=[GitHub]Business%20License%20Inquiry)。👉：有关商业用途许可 Dify.AI 的商业咨询。
  - [微信]() 👉：扫描下方二维码，添加微信好友，备注 Dify，我们将邀请您加入 Dify 社区。  
 <img src="./images/wechat.png" alt="wechat" width="100"/>

README_ES.md

@@ -4,7 +4,7 @@
   <a href="https://cloud.dify.ai">Dify Cloud</a> ·
   <a href="https://docs.dify.ai/getting-started/install-self-hosted">Auto-alojamiento</a> ·
   <a href="https://docs.dify.ai">Documentación</a> ·
-  <a href="https://udify.app/chat/22L1zSxg6yW1cWQg">Consultas empresariales (en inglés)</a>
+  <a href="https://cal.com/guchenhe/dify-demo">Programar demostración</a>
 </p>
 
 <p align="center">
@@ -17,7 +17,7 @@
             alt="chat en Discord"></a>
     <a href="https://twitter.com/intent/follow?screen_name=dify_ai" target="_blank">
         <img src="https://img.shields.io/twitter/follow/dify_ai?logo=X&color=%20%23f5f5f5"
-            alt="seguir en X(Twitter)"></a>
+            alt="seguir en Twitter"></a>
     <a href="https://hub.docker.com/u/langgenius" target="_blank">
         <img alt="Descargas de Docker" src="https://img.shields.io/docker/pulls/langgenius/dify-web?labelColor=%20%23FDB062&color=%20%23f79009"></a>
     <a href="https://github.com/langgenius/dify/graphs/commit-activity" target="_blank">
@@ -29,16 +29,13 @@
 </p>
 
 <p align="center">
-  <a href="./README.md"><img alt="README in English" src="https://img.shields.io/badge/English-d9d9d9"></a>
-  <a href="./README_CN.md"><img alt="简体中文版自述文件" src="https://img.shields.io/badge/简体中文-d9d9d9"></a>
-  <a href="./README_JA.md"><img alt="日本語のREADME" src="https://img.shields.io/badge/日本語-d9d9d9"></a>
-  <a href="./README_ES.md"><img alt="README en Español" src="https://img.shields.io/badge/Español-d9d9d9"></a>
-  <a href="./README_FR.md"><img alt="README en Français" src="https://img.shields.io/badge/Français-d9d9d9"></a>
-  <a href="./README_KL.md"><img alt="README tlhIngan Hol" src="https://img.shields.io/badge/Klingon-d9d9d9"></a>
-  <a href="./README_KR.md"><img alt="README in Korean" src="https://img.shields.io/badge/한국어-d9d9d9"></a>
-  <a href="./README_AR.md"><img alt="README بالعربية" src="https://img.shields.io/badge/العربية-d9d9d9"></a>
-  <a href="./README_TR.md"><img alt="Türkçe README" src="https://img.shields.io/badge/Türkçe-d9d9d9"></a>
-  <a href="./README_VI.md"><img alt="README Tiếng Việt" src="https://img.shields.io/badge/Ti%E1%BA%BFng%20Vi%E1%BB%87t-d9d9d9"></a>
+  <a href="./README.md"><img alt="Actividad de Commits el último mes" src="https://img.shields.io/badge/Inglés-d9d9d9"></a>
+  <a href="./README_CN.md"><img alt="Actividad de Commits el último mes" src="https://img.shields.io/badge/简体中文-d9d9d9"></a>
+  <a href="./README_JA.md"><img alt="Actividad de Commits el último mes" src="https://img.shields.io/badge/日本語-d9d9d9"></a>
+  <a href="./README_ES.md"><img alt="Actividad de Commits el último mes" src="https://img.shields.io/badge/Español-d9d9d9"></a>
+  <a href="./README_KL.md"><img alt="Actividad de Commits el último mes" src="https://img.shields.io/badge/Français-d9d9d9"></a>
+  <a href="./README_FR.md"><img alt="Actividad de Commits el último mes" src="https://img.shields.io/badge/Klingon-d9d9d9"></a>
+  <a href="./README_KR.md"><img alt="Actividad de Commits el último mes" src="https://img.shields.io/badge/한국어-d9d9d9"></a>
 </p>
 
 #
@@ -72,7 +69,7 @@ Dify es una plataforma de desarrollo de aplicaciones de LLM de código abierto.
 **5. Capacidades de agente**: 
   Puedes definir agent
 
-es basados en LLM Function Calling o ReAct, y agregar herramientas preconstruidas o personalizadas para el agente. Dify proporciona más de 50 herramientas integradas para agentes de IA, como Búsqueda de Google, DALL·E, Difusión Estable y WolframAlpha.
+es basados en LLM Function Calling o ReAct, y agregar herramientas preconstruidas o personalizadas para el agente. Dify proporciona más de 50 herramientas integradas para agentes de IA, como Búsqueda de Google, DELL·E, Difusión Estable y WolframAlpha.
 
 **6. LLMOps**: 
   Supervisa y analiza registros de aplicaciones y rendimiento a lo largo del tiempo. Podrías mejorar continuamente prompts, conjuntos de datos y modelos basados en datos de producción y anotaciones.
@@ -158,7 +155,7 @@ Pon rápidamente Dify en funcionamiento en tu entorno con esta [guía de inicio
 Usa nuestra [documentación](https://docs.dify.ai) para más referencias e instrucciones más detalladas.
 
 - **Dify para Empresas / Organizaciones</br>**
-Proporcionamos características adicionales centradas en la empresa. [Envíanos un correo electrónico](mailto:business@dify.ai?subject=[GitHub]Business%20License%20Inquiry) para discutir las necesidades empresariales. </br>
+Proporcionamos características adicionales centradas en la empresa. [Programa una reunión con nosotros](https://cal.com/guchenhe/30min) o [envíanos un correo electrónico](mailto:business@dify.ai?subject=[GitHub]Business%20License%20Inquiry) para discutir las necesidades empresariales. </br>
   > Para startups y pequeñas empresas que utilizan AWS, echa un vistazo a [Dify Premium en AWS Marketplace](https://aws.amazon.com/marketplace/pp/prodview-t22mebxzwjhu6) e impleméntalo en tu propio VPC de AWS con un clic. Es una AMI asequible que ofrece la opción de crear aplicaciones con logotipo y marca personalizados.
 
 
@@ -204,13 +201,10 @@ Si desea configurar una configuración de alta disponibilidad, la comunidad prop
 
 #### Uso de Terraform para el despliegue
 
-Despliega Dify en una plataforma en la nube con un solo clic utilizando [terraform](https://www.terraform.io/)
-
 ##### Azure Global
+Utiliza [terraform](https://www.terraform.io/) para desplegar Dify en Azure con un solo clic.
 - [Azure Terraform por @nikawang](https://github.com/nikawang/dify-azure-terraform)
 
-##### Google Cloud
-- [Google Cloud Terraform por @sotazum](https://github.com/DeNA/dify-google-cloud-terraform)
 
 ## Contribuir
 
@@ -230,8 +224,26 @@ Al mismo tiempo, considera apoyar a Dify compartiéndolo en redes sociales y en
 
 * [Discusión en GitHub](https://github.com/langgenius/dify/discussions). Lo mejor para: compartir comentarios y hacer preguntas.
 * [Reporte de problemas en GitHub](https://github.com/langgenius/dify/issues). Lo mejor para: errores que encuentres usando Dify.AI y propuestas de características. Consulta nuestra [Guía de contribución](https://github.com/langgenius/dify/blob/main/CONTRIBUTING.md).
+* [Correo electrónico](mailto:support@dify.ai?subject=[GitHub]Questions%20About%20Dify). Lo mejor para: preguntas que tengas sobre el uso de Dify.AI.
 * [Discord](https://discord.gg/FngNHpbcY7). Lo mejor para: compartir tus aplicaciones y pasar el rato con la comunidad.
-* [X(Twitter)](https://twitter.com/dify_ai). Lo mejor para: compartir tus aplicaciones y pasar el rato con la comunidad.
+* [Twitter](https://twitter.com/dify_ai). Lo mejor para: compartir tus aplicaciones y pasar el rato con la comunidad.
+
+O, programa una reunión directamente con un miembro del equipo:
+
+<table>
+  <tr>
+    <th>Punto de Contacto</th>
+    <th>Propósito</th>
+  </tr>
+  <tr>
+    <td><a href='https://cal.com/guchenhe/15min' target='_blank'><img class="schedule-button" src='https://github.com/langgenius/dify/assets/13230914/9ebcd111-1205-4d71-83d5-948d70b809f5' alt='Git-Hub-README-Button-3x' style="width: 180px; height: auto; object-fit: contain;"/></a></td>
+    <td>Consultas comerciales y retroalimentación del producto</td>
+  </tr>
+  <tr>
+    <td><a href='https://cal.com/pinkbanana' target='_blank'><img class="schedule-button" src='https://github.com/langgenius/dify/assets/13230914/d1edd00a-d7e4-4513-be6c-e57038e143fd' alt='Git-Hub-README-Button-2x' style="width: 180px; height: auto; object-fit: contain;"/></a></td>
+    <td>Contribuciones, problemas y solicitudes de características</td>
+  </tr>
+</table>
 
 ## Historial de Estrellas
 
@@ -244,4 +256,4 @@ Para proteger tu privacidad, evita publicar problemas de seguridad en GitHub. En
 
 ## Licencia
 
-Este repositorio está disponible bajo la [Licencia de Código Abierto de Dify](LICENSE), que es esencialmente Apache 2.0 con algunas restricciones adicionales.
+Este repositorio está disponible bajo la [Licencia de Código Abierto de Dify](LICENSE), que es esencialmente Apache 2.0 con algunas restricciones adicionales.

README_FR.md

@@ -4,7 +4,7 @@
   <a href="https://cloud.dify.ai">Dify Cloud</a> ·
   <a href="https://docs.dify.ai/getting-started/install-self-hosted">Auto-hébergement</a> ·
   <a href="https://docs.dify.ai">Documentation</a> ·
-  <a href="https://udify.app/chat/22L1zSxg6yW1cWQg">Demande d’entreprise (en anglais seulement)</a>
+  <a href="https://cal.com/guchenhe/dify-demo">Planifier une démo</a>
 </p>
 
 <p align="center">
@@ -17,7 +17,7 @@
             alt="chat sur Discord"></a>
     <a href="https://twitter.com/intent/follow?screen_name=dify_ai" target="_blank">
         <img src="https://img.shields.io/twitter/follow/dify_ai?logo=X&color=%20%23f5f5f5"
-            alt="suivre sur X(Twitter)"></a>
+            alt="suivre sur Twitter"></a>
     <a href="https://hub.docker.com/u/langgenius" target="_blank">
         <img alt="Tirages Docker" src="https://img.shields.io/docker/pulls/langgenius/dify-web?labelColor=%20%23FDB062&color=%20%23f79009"></a>
     <a href="https://github.com/langgenius/dify/graphs/commit-activity" target="_blank">
@@ -29,16 +29,13 @@
 </p>
 
 <p align="center">
-  <a href="./README.md"><img alt="README in English" src="https://img.shields.io/badge/English-d9d9d9"></a>
-  <a href="./README_CN.md"><img alt="简体中文版自述文件" src="https://img.shields.io/badge/简体中文-d9d9d9"></a>
-  <a href="./README_JA.md"><img alt="日本語のREADME" src="https://img.shields.io/badge/日本語-d9d9d9"></a>
-  <a href="./README_ES.md"><img alt="README en Español" src="https://img.shields.io/badge/Español-d9d9d9"></a>
-  <a href="./README_FR.md"><img alt="README en Français" src="https://img.shields.io/badge/Français-d9d9d9"></a>
-  <a href="./README_KL.md"><img alt="README tlhIngan Hol" src="https://img.shields.io/badge/Klingon-d9d9d9"></a>
-  <a href="./README_KR.md"><img alt="README in Korean" src="https://img.shields.io/badge/한국어-d9d9d9"></a>
-  <a href="./README_AR.md"><img alt="README بالعربية" src="https://img.shields.io/badge/العربية-d9d9d9"></a>
-  <a href="./README_TR.md"><img alt="Türkçe README" src="https://img.shields.io/badge/Türkçe-d9d9d9"></a>
-  <a href="./README_VI.md"><img alt="README Tiếng Việt" src="https://img.shields.io/badge/Ti%E1%BA%BFng%20Vi%E1%BB%87t-d9d9d9"></a>
+  <a href="./README.md"><img alt="Commits le mois dernier" src="https://img.shields.io/badge/Anglais-d9d9d9"></a>
+  <a href="./README_CN.md"><img alt="Commits le mois dernier" src="https://img.shields.io/badge/简体中文-d9d9d9"></a>
+  <a href="./README_JA.md"><img alt="Commits le mois dernier" src="https://img.shields.io/badge/日本語-d9d9d9"></a>
+  <a href="./README_ES.md"><img alt="Commits le mois dernier" src="https://img.shields.io/badge/Español-d9d9d9"></a>
+  <a href="./README_KL.md"><img alt="Commits le mois dernier" src="https://img.shields.io/badge/Français-d9d9d9"></a>
+  <a href="./README_FR.md"><img alt="Commits le mois dernier" src="https://img.shields.io/badge/Klingon-d9d9d9"></a>
+  <a href="./README_KR.md"><img alt="Commits le mois dernier" src="https://img.shields.io/badge/한국어-d9d9d9"></a>
 </p>
 
 #
@@ -72,7 +69,7 @@ Dify est une plateforme de développement d'applications LLM open source. Son in
 **5. Capac
 
 ités d'agent**: 
-  Vous pouvez définir des agents basés sur l'appel de fonction LLM ou ReAct, et ajouter des outils pré-construits ou personnalisés pour l'agent. Dify fournit plus de 50 outils intégrés pour les agents d'IA, tels que la recherche Google, DALL·E, Stable Diffusion et WolframAlpha.
+  Vous pouvez définir des agents basés sur l'appel de fonction LLM ou ReAct, et ajouter des outils pré-construits ou personnalisés pour l'agent. Dify fournit plus de 50 outils intégrés pour les agents d'IA, tels que la recherche Google, DELL·E, Stable Diffusion et WolframAlpha.
 
 **6. LLMOps**: 
   Surveillez et analysez les journaux d'application et les performances au fil du temps. Vous pouvez continuellement améliorer les prompts, les ensembles de données et les modèles en fonction des données de production et des annotations.
@@ -158,7 +155,7 @@ Lancez rapidement Dify dans votre environnement avec ce [guide de démarrage](#q
 Utilisez notre [documentation](https://docs.dify.ai) pour plus de références et des instructions plus détaillées.
 
 - **Dify pour les entreprises / organisations</br>**
-Nous proposons des fonctionnalités supplémentaires adaptées aux entreprises. [Envoyez-nous un e-mail](mailto:business@dify.ai?subject=[GitHub]Business%20License%20Inquiry) pour discuter des besoins de l'entreprise. </br>
+Nous proposons des fonctionnalités supplémentaires adaptées aux entreprises. [Planifiez une réunion avec nous](https://cal.com/guchenhe/30min) ou [envoyez-nous un e-mail](mailto:business@dify.ai?subject=[GitHub]Business%20License%20Inquiry) pour discuter des besoins de l'entreprise. </br>
   > Pour les startups et les petites entreprises utilisant AWS, consultez [Dify Premium sur AWS Marketplace](https://aws.amazon.com/marketplace/pp/prodview-t22mebxzwjhu6) et déployez-le dans votre propre VPC AWS en un clic. C'est une offre AMI abordable avec la possibilité de créer des applications avec un logo et une marque personnalisés.
 
 
@@ -202,13 +199,10 @@ Si vous souhaitez configurer une configuration haute disponibilité, la communau
 
 #### Utilisation de Terraform pour le déploiement
 
-Déployez Dify sur une plateforme cloud en un clic en utilisant [terraform](https://www.terraform.io/)
-
 ##### Azure Global
+Utilisez [terraform](https://www.terraform.io/) pour déployer Dify sur Azure en un clic.
 - [Azure Terraform par @nikawang](https://github.com/nikawang/dify-azure-terraform)
 
-##### Google Cloud
-- [Google Cloud Terraform par @sotazum](https://github.com/DeNA/dify-google-cloud-terraform)
 
 ## Contribuer
 
@@ -228,8 +222,26 @@ Dans le même temps, veuillez envisager de soutenir Dify en le partageant sur le
 
 * [Discussion GitHub](https://github.com/langgenius/dify/discussions). Meilleur pour: partager des commentaires et poser des questions.
 * [Problèmes GitHub](https://github.com/langgenius/dify/issues). Meilleur pour: les bogues que vous rencontrez en utilisant Dify.AI et les propositions de fonctionnalités. Consultez notre [Guide de contribution](https://github.com/langgenius/dify/blob/main/CONTRIBUTING.md).
+* [E-mail](mailto:support@dify.ai?subject=[GitHub]Questions%20About%20Dify). Meilleur pour: les questions que vous avez sur l'utilisation de Dify.AI.
 * [Discord](https://discord.gg/FngNHpbcY7). Meilleur pour: partager vos applications et passer du temps avec la communauté.
-* [X(Twitter)](https://twitter.com/dify_ai). Meilleur pour: partager vos applications et passer du temps avec la communauté.
+* [Twitter](https://twitter.com/dify_ai). Meilleur pour: partager vos applications et passer du temps avec la communauté.
+
+Ou, planifiez directement une réunion avec un membre de l'équipe:
+
+<table>
+  <tr>
+    <th>Point de contact</th>
+    <th>Objectif</th>
+  </tr>
+  <tr>
+    <td><a href='https://cal.com/guchenhe/15min' target='_blank'><img class="schedule-button" src='https://github.com/langgenius/dify/assets/13230914/9ebcd111-1205-4d71-83d5-948d70b809f5' alt='Git-Hub-README-Button-3x' style="width: 180px; height: auto; object-fit: contain;"/></a></td>
+    <td>Demandes commerciales & retours produit</td>
+  </tr>
+  <tr>
+    <td><a href='https://cal.com/pinkbanana' target='_blank'><img class="schedule-button" src='https://github.com/langgenius/dify/assets/13230914/d1edd00a-d7e4-4513-be6c-e57038e143fd' alt='Git-Hub-README-Button-2x' style="width: 180px; height: auto; object-fit: contain;"/></a></td>
+    <td>Contributions, problèmes & demandes de fonctionnalités</td>
+  </tr>
+</table>
 
 ## Historique des étoiles
 

README_JA.md

@@ -4,7 +4,7 @@
   <a href="https://cloud.dify.ai">Dify Cloud</a> ·
   <a href="https://docs.dify.ai/getting-started/install-self-hosted">セルフホスティング</a> ·
   <a href="https://docs.dify.ai">ドキュメント</a> ·
-  <a href="https://udify.app/chat/22L1zSxg6yW1cWQg">企業のお問い合わせ（英語のみ）</a>
+  <a href="https://cal.com/guchenhe/dify-demo">デモの予約</a>
 </p>
 
 <p align="center">
@@ -17,7 +17,7 @@
             alt="Discordでチャット"></a>
     <a href="https://twitter.com/intent/follow?screen_name=dify_ai" target="_blank">
         <img src="https://img.shields.io/twitter/follow/dify_ai?logo=X&color=%20%23f5f5f5"
-            alt="X(Twitter)でフォロー"></a>
+            alt="Twitterでフォロー"></a>
     <a href="https://hub.docker.com/u/langgenius" target="_blank">
         <img alt="Docker Pulls" src="https://img.shields.io/docker/pulls/langgenius/dify-web?labelColor=%20%23FDB062&color=%20%23f79009"></a>
     <a href="https://github.com/langgenius/dify/graphs/commit-activity" target="_blank">
@@ -29,16 +29,13 @@
 </p>
 
 <p align="center">
-  <a href="./README.md"><img alt="README in English" src="https://img.shields.io/badge/English-d9d9d9"></a>
-  <a href="./README_CN.md"><img alt="简体中文版自述文件" src="https://img.shields.io/badge/简体中文-d9d9d9"></a>
-  <a href="./README_JA.md"><img alt="日本語のREADME" src="https://img.shields.io/badge/日本語-d9d9d9"></a>
-  <a href="./README_ES.md"><img alt="README en Español" src="https://img.shields.io/badge/Español-d9d9d9"></a>
-  <a href="./README_FR.md"><img alt="README en Français" src="https://img.shields.io/badge/Français-d9d9d9"></a>
-  <a href="./README_KL.md"><img alt="README tlhIngan Hol" src="https://img.shields.io/badge/Klingon-d9d9d9"></a>
-  <a href="./README_KR.md"><img alt="README in Korean" src="https://img.shields.io/badge/한국어-d9d9d9"></a>
-  <a href="./README_AR.md"><img alt="README بالعربية" src="https://img.shields.io/badge/العربية-d9d9d9"></a>
-  <a href="./README_TR.md"><img alt="Türkçe README" src="https://img.shields.io/badge/Türkçe-d9d9d9"></a>
-  <a href="./README_VI.md"><img alt="README Tiếng Việt" src="https://img.shields.io/badge/Ti%E1%BA%BFng%20Vi%E1%BB%87t-d9d9d9"></a>
+  <a href="./README.md"><img alt="先月のコミット" src="https://img.shields.io/badge/English-d9d9d9"></a>
+  <a href="./README_CN.md"><img alt="先月のコミット" src="https://img.shields.io/badge/简体中文-d9d9d9"></a>
+  <a href="./README_JA.md"><img alt="先月のコミット" src="https://img.shields.io/badge/日本語-d9d9d9"></a>
+  <a href="./README_ES.md"><img alt="先月のコミット" src="https://img.shields.io/badge/Español-d9d9d9"></a>
+  <a href="./README_KL.md"><img alt="先月のコミット" src="https://img.shields.io/badge/Français-d9d9d9"></a>
+  <a href="./README_FR.md"><img alt="先月のコミット" src="https://img.shields.io/badge/Klingon-d9d9d9"></a>
+  <a href="./README_KR.md"><img alt="先月のコミット" src="https://img.shields.io/badge/한국어-d9d9d9"></a>
 </p>
 
 #
@@ -68,10 +65,10 @@ DifyはオープンソースのLLMアプリケーション開発プラットフ
   プロンプトの作成、モデルパフォーマンスの比較が行え、チャットベースのアプリに音声合成などの機能も追加できます。
 
 **4. RAGパイプライン**: 
-  ドキュメントの取り込みから検索までをカバーする広範なRAG機能ができます。ほかにもPDF、PPT、その他の一般的なドキュメントフォーマットからのテキスト抽出のサポートも提供します。
+  ドキュメントの取り込みから検索までをカバーする広範なRAG機能ができます。ほかにもPDF、PPT、その他の一般的なドキュメントフォーマットからのテキスト抽出のサーポイントも提供します。
 
 **5. エージェント機能**: 
-  LLM Function CallingやReActに基づくエージェントの定義が可能で、AIエージェント用のプリビルトまたはカスタムツールを追加できます。Difyには、Google検索、DALL·E、Stable Diffusion、WolframAlphaなどのAIエージェント用の50以上の組み込みツールが提供します。
+  LLM Function CallingやReActに基づくエージェントの定義が可能で、AIエージェント用のプリビルトまたはカスタムツールを追加できます。Difyには、Google検索、DELL·E、Stable Diffusion、WolframAlphaなどのAIエージェント用の50以上の組み込みツールが提供します。
 
 **6. LLMOps**: 
   アプリケーションのログやパフォーマンスを監視と分析し、生産のデータと注釈に基づいて、プロンプト、データセット、モデルを継続的に改善できます。
@@ -157,7 +154,7 @@ DifyはオープンソースのLLMアプリケーション開発プラットフ
 詳しくは[ドキュメント](https://docs.dify.ai)をご覧ください。
 
 - **企業/組織向けのDify</br>**
-企業中心の機能を提供しています。[メールを送信](mailto:business@dify.ai?subject=[GitHub]Business%20License%20Inquiry)して企業のニーズについて相談してください。 </br>
+企業中心の機能を提供しています。[こちらからミーティングを予約](https://cal.com/guchenhe/30min)したり、[メールを送信](mailto:business@dify.ai?subject=[GitHub]Business%20License%20Inquiry)して企業のニーズについて相談してください。 </br>
   > AWSを使用しているスタートアップ企業や中小企業の場合は、[AWS Marketplace](https://aws.amazon.com/marketplace/pp/prodview-t22mebxzwjhu6)のDify Premiumをチェックして、ワンクリックで自分のAWS VPCにデプロイできます。さらに、手頃な価格のAMIオファリングどして、ロゴやブランディングをカスタマイズしてアプリケーションを作成するオプションがあります。
 
 
@@ -201,13 +198,10 @@ docker compose up -d
 
 #### Terraformを使用したデプロイ
 
-[terraform](https://www.terraform.io/) を使用して、ワンクリックでDifyをクラウドプラットフォームにデプロイします
-
 ##### Azure Global
-- [@nikawangによるAzure Terraform](https://github.com/nikawang/dify-azure-terraform)
+[terraform](https://www.terraform.io/) を使用して、AzureにDifyをワンクリックでデプロイします。
+- [nikawangのAzure Terraform](https://github.com/nikawang/dify-azure-terraform)
 
-##### Google Cloud
-- [@sotazumによるGoogle Cloud Terraform](https://github.com/DeNA/dify-google-cloud-terraform)
 
 ## 貢献
 
@@ -227,9 +221,32 @@ docker compose up -d
 
 * [Github Discussion](https://github.com/langgenius/dify/discussions). 主に: フィードバックの共有や質問。
 * [GitHub Issues](https://github.com/langgenius/dify/issues). 主に: Dify.AIを使用する際に発生するエラーや問題については、[貢献ガイド](CONTRIBUTING_JA.md)を参照してください
+* [Email](mailto:support@dify.ai?subject=[GitHub]Questions%20About%20Dify). 主に: Dify.AIの使用に関する質問。
 * [Discord](https://discord.gg/FngNHpbcY7). 主に: アプリケーションの共有やコミュニティとの交流。
-* [X(Twitter)](https://twitter.com/dify_ai). 主に: アプリケーションの共有やコミュニティとの交流。
+* [Twitter](https://twitter.com/dify_ai). 主に: アプリケーションの共有やコミュニティとの交流。
 
+または、直接チームメンバーとミーティングをスケジュール：
+
+<table>
+  <tr>
+    <th>連絡先</th>
+    <th>目的</th>
+  </tr>
+  <tr>
+    <td><a href='https://cal.com
+
+/guchenhe/30min'>ミーティング</a></td>
+    <td>無料の30分間のミーティングをスケジュール</td>
+  </tr>
+  <tr>
+    <td><a href='mailto:support@dify.ai?subject=[GitHub]Technical%20Support'>技術サポート</a></td>
+    <td>技術的な問題やサポートに関する質問</td>
+  </tr>
+  <tr>
+    <td><a href='mailto:business@dify.ai?subject=[GitHub]Business%20License%20Inquiry'>営業担当</a></td>
+    <td>法人ライセンスに関するお問い合わせ</td>
+  </tr>
+</table>
 
 
 ## ライセンス

README_KL.md

@@ -4,7 +4,7 @@
   <a href="https://cloud.dify.ai">Dify Cloud</a> ·
   <a href="https://docs.dify.ai/getting-started/install-self-hosted">Self-hosting</a> ·
   <a href="https://docs.dify.ai">Documentation</a> ·
-  <a href="https://udify.app/chat/22L1zSxg6yW1cWQg">Commercial enquiries</a>
+  <a href="https://cal.com/guchenhe/dify-demo">Schedule demo</a>
 </p>
 
 <p align="center">
@@ -17,7 +17,7 @@
             alt="chat on Discord"></a>
     <a href="https://twitter.com/intent/follow?screen_name=dify_ai" target="_blank">
         <img src="https://img.shields.io/twitter/follow/dify_ai?logo=X&color=%20%23f5f5f5"
-            alt="follow on X(Twitter)"></a>
+            alt="follow on Twitter"></a>
     <a href="https://hub.docker.com/u/langgenius" target="_blank">
         <img alt="Docker Pulls" src="https://img.shields.io/docker/pulls/langgenius/dify-web?labelColor=%20%23FDB062&color=%20%23f79009"></a>
     <a href="https://github.com/langgenius/dify/graphs/commit-activity" target="_blank">
@@ -29,16 +29,13 @@
 </p>
 
 <p align="center">
-  <a href="./README.md"><img alt="README in English" src="https://img.shields.io/badge/English-d9d9d9"></a>
-  <a href="./README_CN.md"><img alt="简体中文版自述文件" src="https://img.shields.io/badge/简体中文-d9d9d9"></a>
-  <a href="./README_JA.md"><img alt="日本語のREADME" src="https://img.shields.io/badge/日本語-d9d9d9"></a>
-  <a href="./README_ES.md"><img alt="README en Español" src="https://img.shields.io/badge/Español-d9d9d9"></a>
-  <a href="./README_FR.md"><img alt="README en Français" src="https://img.shields.io/badge/Français-d9d9d9"></a>
-  <a href="./README_KL.md"><img alt="README tlhIngan Hol" src="https://img.shields.io/badge/Klingon-d9d9d9"></a>
-  <a href="./README_KR.md"><img alt="README in Korean" src="https://img.shields.io/badge/한국어-d9d9d9"></a>
-  <a href="./README_AR.md"><img alt="README بالعربية" src="https://img.shields.io/badge/العربية-d9d9d9"></a>
-  <a href="./README_TR.md"><img alt="Türkçe README" src="https://img.shields.io/badge/Türkçe-d9d9d9"></a>
-  <a href="./README_VI.md"><img alt="README Tiếng Việt" src="https://img.shields.io/badge/Ti%E1%BA%BFng%20Vi%E1%BB%87t-d9d9d9"></a>
+  <a href="./README.md"><img alt="Commits last month" src="https://img.shields.io/badge/English-d9d9d9"></a>
+  <a href="./README_CN.md"><img alt="Commits last month" src="https://img.shields.io/badge/简体中文-d9d9d9"></a>
+  <a href="./README_JA.md"><img alt="Commits last month" src="https://img.shields.io/badge/日本語-d9d9d9"></a>
+  <a href="./README_ES.md"><img alt="Commits last month" src="https://img.shields.io/badge/Español-d9d9d9"></a>
+  <a href="./README_KL.md"><img alt="Commits last month" src="https://img.shields.io/badge/Français-d9d9d9"></a>
+  <a href="./README_FR.md"><img alt="Commits last month" src="https://img.shields.io/badge/Klingon-d9d9d9"></a>
+  <a href="./README_KR.md"><img alt="Commits last month" src="https://img.shields.io/badge/한국어-d9d9d9"></a>
 </p>
 
 #
@@ -70,7 +67,7 @@ Dify is an open-source LLM app development platform. Its intuitive interface com
   Extensive RAG capabilities that cover everything from document ingestion to retrieval, with out-of-box support for text extraction from PDFs, PPTs, and other common document formats.
 
 **5. Agent capabilities**: 
-  You can define agents based on LLM Function Calling or ReAct, and add pre-built or custom tools for the agent. Dify provides 50+ built-in tools for AI agents, such as Google Search, DALL·E, Stable Diffusion and WolframAlpha.
+  You can define agents based on LLM Function Calling or ReAct, and add pre-built or custom tools for the agent. Dify provides 50+ built-in tools for AI agents, such as Google Search, DELL·E, Stable Diffusion and WolframAlpha.
 
 **6. LLMOps**: 
   Monitor and analyze application logs and performance over time. You could continuously improve prompts, datasets, and models based on production data and annotations.
@@ -158,7 +155,7 @@ Quickly get Dify running in your environment with this [starter guide](#quick-st
 Use our [documentation](https://docs.dify.ai) for further references and more in-depth instructions.
 
 - **Dify for Enterprise / Organizations</br>**
-We provide additional enterprise-centric features. [Send us an email](mailto:business@dify.ai?subject=[GitHub]Business%20License%20Inquiry) to discuss enterprise needs. </br>
+We provide additional enterprise-centric features. [Schedule a meeting with us](https://cal.com/guchenhe/30min) or [send us an email](mailto:business@dify.ai?subject=[GitHub]Business%20License%20Inquiry) to discuss enterprise needs. </br>
   > For startups and small businesses using AWS, check out [Dify Premium on AWS Marketplace](https://aws.amazon.com/marketplace/pp/prodview-t22mebxzwjhu6) and deploy it to your own AWS VPC with one-click. It's an affordable AMI offering with the option to create apps with custom logo and branding.
 
 
@@ -202,13 +199,10 @@ If you'd like to configure a highly-available setup, there are community-contrib
 
 #### Terraform atorlugu pilersitsineq
 
-wa'logh nIqHom neH ghun deployment toy'wI' [terraform](https://www.terraform.io/) lo'laH.
-
 ##### Azure Global
-- [Azure Terraform mung @nikawang](https://github.com/nikawang/dify-azure-terraform)
+Atoruk [terraform](https://www.terraform.io/) Dify-mik Azure-mut ataatsikkut ikkussuilluarlugu.
+- [Azure Terraform atorlugu @nikawang](https://github.com/nikawang/dify-azure-terraform)
 
-##### Google Cloud
-- [Google Cloud Terraform qachlot @sotazum](https://github.com/DeNA/dify-google-cloud-terraform)
 
 ## Contributing
 
@@ -230,8 +224,26 @@ At the same time, please consider supporting Dify by sharing it on social media
 
 ). Best for: sharing feedback and asking questions.
 * [GitHub Issues](https://github.com/langgenius/dify/issues). Best for: bugs you encounter using Dify.AI, and feature proposals. See our [Contribution Guide](https://github.com/langgenius/dify/blob/main/CONTRIBUTING.md).
+* [Email](mailto:support@dify.ai?subject=[GitHub]Questions%20About%20Dify). Best for: questions you have about using Dify.AI.
 * [Discord](https://discord.gg/FngNHpbcY7). Best for: sharing your applications and hanging out with the community.
-* [X(Twitter)](https://twitter.com/dify_ai). Best for: sharing your applications and hanging out with the community.
+* [Twitter](https://twitter.com/dify_ai). Best for: sharing your applications and hanging out with the community.
+
+Or, schedule a meeting directly with a team member:
+
+<table>
+  <tr>
+    <th>Point of Contact</th>
+    <th>Purpose</th>
+  </tr>
+  <tr>
+    <td><a href='https://cal.com/guchenhe/15min' target='_blank'><img class="schedule-button" src='https://github.com/langgenius/dify/assets/13230914/9ebcd111-1205-4d71-83d5-948d70b809f5' alt='Git-Hub-README-Button-3x' style="width: 180px; height: auto; object-fit: contain;"/></a></td>
+    <td>Business enquiries & product feedback</td>
+  </tr>
+  <tr>
+    <td><a href='https://cal.com/pinkbanana' target='_blank'><img class="schedule-button" src='https://github.com/langgenius/dify/assets/13230914/d1edd00a-d7e4-4513-be6c-e57038e143fd' alt='Git-Hub-README-Button-2x' style="width: 180px; height: auto; object-fit: contain;"/></a></td>
+    <td>Contributions, issues & feature requests</td>
+  </tr>
+</table>
 
 ## Star History
 
@@ -244,4 +256,4 @@ To protect your privacy, please avoid posting security issues on GitHub. Instead
 
 ## License
 
-This repository is available under the [Dify Open Source License](LICENSE), which is essentially Apache 2.0 with a few additional restrictions.
+This repository is available under the [Dify Open Source License](LICENSE), which is essentially Apache 2.0 with a few additional restrictions.

README_KR.md

@@ -4,7 +4,7 @@
   <a href="https://cloud.dify.ai">Dify 클라우드</a> ·
   <a href="https://docs.dify.ai/getting-started/install-self-hosted">셀프-호스팅</a> ·
   <a href="https://docs.dify.ai">문서</a> ·
-  <a href="https://udify.app/chat/22L1zSxg6yW1cWQg">기업 문의 (영어만 가능)</a>
+  <a href="https://cal.com/guchenhe/60-min-meeting">기업 문의</a>
 </p>
 
 <p align="center">
@@ -17,7 +17,7 @@
             alt="chat on Discord"></a>
     <a href="https://twitter.com/intent/follow?screen_name=dify_ai" target="_blank">
         <img src="https://img.shields.io/twitter/follow/dify_ai?logo=X&color=%20%23f5f5f5"
-            alt="follow on X(Twitter)"></a>
+            alt="follow on Twitter"></a>
     <a href="https://hub.docker.com/u/langgenius" target="_blank">
         <img alt="Docker Pulls" src="https://img.shields.io/docker/pulls/langgenius/dify-web?labelColor=%20%23FDB062&color=%20%23f79009"></a>
     <a href="https://github.com/langgenius/dify/graphs/commit-activity" target="_blank">
@@ -35,10 +35,8 @@
   <a href="./README_ES.md"><img alt="README en Español" src="https://img.shields.io/badge/Español-d9d9d9"></a>
   <a href="./README_FR.md"><img alt="README en Français" src="https://img.shields.io/badge/Français-d9d9d9"></a>
   <a href="./README_KL.md"><img alt="README tlhIngan Hol" src="https://img.shields.io/badge/Klingon-d9d9d9"></a>
-  <a href="./README_KR.md"><img alt="README in Korean" src="https://img.shields.io/badge/한국어-d9d9d9"></a>
-  <a href="./README_AR.md"><img alt="README بالعربية" src="https://img.shields.io/badge/العربية-d9d9d9"></a>
-  <a href="./README_TR.md"><img alt="Türkçe README" src="https://img.shields.io/badge/Türkçe-d9d9d9"></a>
-  <a href="./README_VI.md"><img alt="README Tiếng Việt" src="https://img.shields.io/badge/Ti%E1%BA%BFng%20Vi%E1%BB%87t-d9d9d9"></a>
+  <a href="./README_KR.md"><img alt="한국어 README" src="https://img.shields.io/badge/한국어-d9d9d9"></a>
+
 </p>
 
 
@@ -65,7 +63,7 @@
   문서 수집부터 검색까지 모든 것을 다루며, PDF, PPT 및 기타 일반적인 문서 형식에서 텍스트 추출을 위한 기본 지원이 포함되어 있는 광범위한 RAG 기능을 제공합니다.
 
 **5. 에이전트 기능**:
-  LLM 함수 호출 또는 ReAct를 기반으로 에이전트를 정의하고 에이전트에 대해 사전 구축된 도구나 사용자 정의 도구를 추가할 수 있습니다. Dify는 Google Search, DALL·E, Stable Diffusion, WolframAlpha 등 AI 에이전트를 위한 50개 이상의 내장 도구를 제공합니다.
+  LLM 함수 호출 또는 ReAct를 기반으로 에이전트를 정의하고 에이전트에 대해 사전 구축된 도구나 사용자 정의 도구를 추가할 수 있습니다. Dify는 Google Search, DELL·E, Stable Diffusion, WolframAlpha 등 AI 에이전트를 위한 50개 이상의 내장 도구를 제공합니다.
 
 **6. LLMOps**:
   시간 경과에 따른 애플리케이션 로그와 성능을 모니터링하고 분석합니다. 생산 데이터와 주석을 기반으로 프롬프트, 데이터세트, 모델을 지속적으로 개선할 수 있습니다.
@@ -150,7 +148,7 @@
   추가 참조 및 더 심층적인 지침은 [문서](https://docs.dify.ai)를 사용하세요.
 
 - **기업 / 조직을 위한 Dify</br>**
-  우리는 추가적인 기업 중심 기능을 제공합니다. 잡거나  [이메일 보내기](mailto:business@dify.ai?subject=[GitHub]Business%20License%20Inquiry)를 통해 기업 요구 사항을 논의하십시오. </br>
+  우리는 추가적인 기업 중심 기능을 제공합니다. 당사와 [미팅일정](https://cal.com/guchenhe/30min)을 잡거나  [이메일 보내기](mailto:business@dify.ai?subject=[GitHub]Business%20License%20Inquiry)를 통해 기업 요구 사항을 논의하십시오. </br>
   > AWS를 사용하는 스타트업 및 중소기업의 경우 [AWS Marketplace에서 Dify Premium](https://aws.amazon.com/marketplace/pp/prodview-t22mebxzwjhu6)을 확인하고 한 번의 클릭으로 자체 AWS VPC에 배포하십시오. 맞춤형 로고와 브랜딩이 포함된 앱을 생성할 수 있는 옵션이 포함된 저렴한 AMI 제품입니다.
 
 
@@ -194,14 +192,10 @@ Dify를 Kubernetes에 배포하고 프리미엄 스케일링 설정을 구성했
 
 #### Terraform을 사용한 배포
 
-[terraform](https://www.terraform.io/)을 사용하여 단 한 번의 클릭으로 Dify를 클라우드 플랫폼에 배포하십시오
-
 ##### Azure Global
+[terraform](https://www.terraform.io/)을 사용하여 Azure에 Dify를 원클릭으로 배포하세요.
 - [nikawang의 Azure Terraform](https://github.com/nikawang/dify-azure-terraform)
 
-##### Google Cloud
-- [sotazum의 Google Cloud Terraform](https://github.com/DeNA/dify-google-cloud-terraform)
-
 ## 기여
 
 코드에 기여하고 싶은 분들은 [기여 가이드](https://github.com/langgenius/dify/blob/main/CONTRIBUTING.md)를 참조하세요.
@@ -220,9 +214,26 @@ Dify를 Kubernetes에 배포하고 프리미엄 스케일링 설정을 구성했
 
 * [Github 토론](https://github.com/langgenius/dify/discussions). 피드백 공유 및 질문하기에 적합합니다.
 * [GitHub 이슈](https://github.com/langgenius/dify/issues). Dify.AI 사용 중 발견한 버그와 기능 제안에 적합합니다. [기여 가이드](https://github.com/langgenius/dify/blob/main/CONTRIBUTING.md)를 참조하세요. 
+* [이메일](mailto:support@dify.ai?subject=[GitHub]Questions%20About%20Dify). Dify.AI 사용에 대한 질문하기에 적합합니다.
 * [디스코드](https://discord.gg/FngNHpbcY7). 애플리케이션 공유 및 커뮤니티와 소통하기에 적합합니다.
 * [트위터](https://twitter.com/dify_ai). 애플리케이션 공유 및 커뮤니티와 소통하기에 적합합니다.
 
+또는 팀원과 직접 미팅을 예약하세요:
+
+<table>
+  <tr>
+    <th>연락처</th>
+    <th>목적</th>
+  </tr>
+  <tr>
+    <td><a href='https://cal.com/guchenhe/15min' target='_blank'><img class="schedule-button" src='https://github.com/langgenius/dify/assets/13230914/9ebcd111-1205-4d71-83d5-948d70b809f5' alt='Git-Hub-README-Button-3x' style="width: 180px; height: auto; object-fit: contain;"/></a></td>
+    <td>비즈니스 문의 및 제품 피드백</td>
+  </tr>
+  <tr>
+    <td><a href='https://cal.com/pinkbanana' target='_blank'><img class="schedule-button" src='https://github.com/langgenius/dify/assets/13230914/d1edd00a-d7e4-4513-be6c-e57038e143fd' alt='Git-Hub-README-Button-2x' style="width: 180px; height: auto; object-fit: contain;"/></a></td>
+    <td>기여, 이슈 및 기능 요청</td>
+  </tr>
+</table>
 
 ## Star 히스토리
 

README_TR.md

@@ -1,241 +0,0 @@
-![cover-v5-optimized](https://github.com/langgenius/dify/assets/13230914/f9e19af5-61ba-4119-b926-d10c4c06ebab)
-
-<p align="center">
-  <a href="https://cloud.dify.ai">Dify Bulut</a> ·
-  <a href="https://docs.dify.ai/getting-started/install-self-hosted">Kendi Sunucunuzda Barındırma</a> ·
-  <a href="https://docs.dify.ai">Dokümantasyon</a> ·
-  <a href="https://udify.app/chat/22L1zSxg6yW1cWQg">Yalnızca İngilizce: Kurumsal Sorgulama</a>
-</p>
-
-<p align="center">
-    <a href="https://dify.ai" target="_blank">
-        <img alt="Statik Rozet" src="https://img.shields.io/badge/Ürün-F04438"></a>
-    <a href="https://dify.ai/pricing" target="_blank">
-        <img alt="Statik Rozet" src="https://img.shields.io/badge/ücretsiz-fiyatlandırma?logo=free&color=%20%23155EEF&label=fiyatlandirma&labelColor=%20%23528bff"></a>
-    <a href="https://discord.gg/FngNHpbcY7" target="_blank">
-        <img src="https://img.shields.io/discord/1082486657678311454?logo=discord&labelColor=%20%235462eb&logoColor=%20%23f5f5f5&color=%20%235462eb"
-            alt="Discord'da sohbet et"></a>
-    <a href="https://twitter.com/intent/follow?screen_name=dify_ai" target="_blank">
-        <img src="https://img.shields.io/twitter/follow/dify_ai?logo=X&color=%20%23f5f5f5"
-            alt="X(Twitter)'da takip et"></a>
-    <a href="https://hub.docker.com/u/langgenius" target="_blank">
-        <img alt="Docker Çekmeleri" src="https://img.shields.io/docker/pulls/langgenius/dify-web?labelColor=%20%23FDB062&color=%20%23f79009"></a>
-    <a href="https://github.com/langgenius/dify/graphs/commit-activity" target="_blank">
-        <img alt="Geçen ay yapılan commitler" src="https://img.shields.io/github/commit-activity/m/langgenius/dify?labelColor=%20%2332b583&color=%20%2312b76a"></a>
-    <a href="https://github.com/langgenius/dify/" target="_blank">
-        <img alt="Kapatılan sorunlar" src="https://img.shields.io/github/issues-search?query=repo%3Alanggenius%2Fdify%20is%3Aclosed&label=kapatilan%20sorunlar&labelColor=%20%237d89b0&color=%20%235d6b98"></a>
-    <a href="https://github.com/langgenius/dify/discussions/" target="_blank">
-        <img alt="Tartışma gönderileri" src="https://img.shields.io/github/discussions/langgenius/dify?labelColor=%20%239b8afb&color=%20%237a5af8"></a>
-</p>
-
-<p align="center">
-  <a href="./README.md"><img alt="README in English" src="https://img.shields.io/badge/English-d9d9d9"></a>
-  <a href="./README_CN.md"><img alt="简体中文版自述文件" src="https://img.shields.io/badge/简体中文-d9d9d9"></a>
-  <a href="./README_JA.md"><img alt="日本語のREADME" src="https://img.shields.io/badge/日本語-d9d9d9"></a>
-  <a href="./README_ES.md"><img alt="README en Español" src="https://img.shields.io/badge/Español-d9d9d9"></a>
-  <a href="./README_FR.md"><img alt="README en Français" src="https://img.shields.io/badge/Français-d9d9d9"></a>
-  <a href="./README_KL.md"><img alt="README tlhIngan Hol" src="https://img.shields.io/badge/Klingon-d9d9d9"></a>
-  <a href="./README_KR.md"><img alt="README in Korean" src="https://img.shields.io/badge/한국어-d9d9d9"></a>
-  <a href="./README_AR.md"><img alt="README بالعربية" src="https://img.shields.io/badge/العربية-d9d9d9"></a>
-  <a href="./README_TR.md"><img alt="Türkçe README" src="https://img.shields.io/badge/Türkçe-d9d9d9"></a>
-  <a href="./README_VI.md"><img alt="README Tiếng Việt" src="https://img.shields.io/badge/Ti%E1%BA%BFng%20Vi%E1%BB%87t-d9d9d9"></a>
-</p>
-
-
-Dify, açık kaynaklı bir LLM uygulama geliştirme platformudur. Sezgisel arayüzü, AI iş akışı, RAG pipeline'ı, ajan yetenekleri, model yönetimi, gözlemlenebilirlik özellikleri ve daha fazlasını birleştirerek, prototipten üretime hızlıca geçmenizi sağlar. İşte temel özelliklerin bir listesi:
-</br> </br>
-
-**1. Workflow**: 
-Görsel bir arayüz üzerinde güçlü AI iş akışları oluşturun ve test edin, aşağıdaki tüm özellikleri ve daha fazlasını kullanarak.
-
-
-  https://github.com/langgenius/dify/assets/13230914/356df23e-1604-483d-80a6-9517ece318aa
-
-
-
-**2. Kapsamlı model desteği**:
-Çok sayıda çıkarım sağlayıcısı ve kendi kendine barındırılan çözümlerden yüzlerce özel / açık kaynaklı LLM ile sorunsuz entegrasyon sağlar. GPT, Mistral, Llama3 ve OpenAI API uyumlu tüm modelleri kapsar. Desteklenen model sağlayıcılarının tam listesine [buradan](https://docs.dify.ai/getting-started/readme/model-providers) ulaşabilirsiniz.
-
-![providers-v5](https://github.com/langgenius/dify/assets/13230914/5a17bdbe-097a-4100-8363-40255b70f6e3)
-
-
-Özür dilerim, haklısınız. Daha anlamlı ve akıcı bir çeviri yapmaya çalışayım. İşte güncellenmiş çeviri:
-
-**3. Prompt IDE**: 
-  Komut istemlerini oluşturmak, model performansını karşılaştırmak ve sohbet tabanlı uygulamalara metin-konuşma gibi ek özellikler eklemek için kullanıcı dostu bir arayüz.
-
-**4. RAG Pipeline**: 
-  Belge alımından bilgi çekmeye kadar geniş kapsamlı RAG yetenekleri. PDF'ler, PPT'ler ve diğer yaygın belge formatlarından metin çıkarma için hazır destek sunar.
-
-**5. Ajan yetenekleri**: 
-  LLM Fonksiyon Çağırma veya ReAct'a dayalı ajanlar tanımlayabilir ve bu ajanlara önceden hazırlanmış veya özel araçlar ekleyebilirsiniz. Dify, AI ajanları için Google Arama, DALL·E, Stable Diffusion ve WolframAlpha gibi 50'den fazla yerleşik araç sağlar.
-
-**6. LLMOps**: 
-  Uygulama loglarını ve performans metriklerini zaman içinde izleme ve analiz etme imkanı. Üretim ortamından elde edilen verilere ve kullanıcı geri bildirimlerine dayanarak, prompt'ları, veri setlerini ve modelleri sürekli olarak optimize edebilirsiniz. Bu sayede, AI uygulamanızın performansını ve doğruluğunu sürekli olarak artırabilirsiniz.
-
-**7. Hizmet Olarak Backend**: 
-  Dify'ın tüm özellikleri ilgili API'lerle birlikte gelir, böylece Dify'ı kendi iş mantığınıza kolayca entegre edebilirsiniz.
-
-
-## Özellik karşılaştırması
-<table style="width: 100%;">
-  <tr>
-    <th align="center">Özellik</th>
-    <th align="center">Dify.AI</th>
-    <th align="center">LangChain</th>
-    <th align="center">Flowise</th>
-    <th align="center">OpenAI Assistants API</th>
-  </tr>
-  <tr>
-    <td align="center">Programlama Yaklaşımı</td>
-    <td align="center">API + Uygulama odaklı</td>
-    <td align="center">Python Kodu</td>
-    <td align="center">Uygulama odaklı</td>
-    <td align="center">API odaklı</td>
-  </tr>
-  <tr>
-    <td align="center">Desteklenen LLM'ler</td>
-    <td align="center">Zengin Çeşitlilik</td>
-    <td align="center">Zengin Çeşitlilik</td>
-    <td align="center">Zengin Çeşitlilik</td>
-    <td align="center">Yalnızca OpenAI</td>
-  </tr>
-  <tr>
-    <td align="center">RAG Motoru</td>
-    <td align="center">✅</td>
-    <td align="center">✅</td>
-    <td align="center">✅</td>
-    <td align="center">✅</td>
-  </tr>
-  <tr>
-    <td align="center">Ajan</td>
-    <td align="center">✅</td>
-    <td align="center">✅</td>
-    <td align="center">❌</td>
-    <td align="center">✅</td>
-  </tr>
-  <tr>
-    <td align="center">İş Akışı</td>
-    <td align="center">✅</td>
-    <td align="center">❌</td>
-    <td align="center">✅</td>
-    <td align="center">❌</td>
-  </tr>
-  <tr>
-    <td align="center">Gözlemlenebilirlik</td>
-    <td align="center">✅</td>
-    <td align="center">✅</td>
-    <td align="center">❌</td>
-    <td align="center">❌</td>
-  </tr>
-  <tr>
-    <td align="center">Kurumsal Özellikler (SSO/Erişim kontrolü)</td>
-    <td align="center">✅</td>
-    <td align="center">❌</td>
-    <td align="center">❌</td>
-    <td align="center">❌</td>
-  </tr>
-  <tr>
-    <td align="center">Yerel Dağıtım</td>
-    <td align="center">✅</td>
-    <td align="center">✅</td>
-    <td align="center">✅</td>
-    <td align="center">❌</td>
-  </tr>
-</table>
-
-## Dify'ı Kullanma
-
-- **Cloud </br>**
-İşte verdiğiniz metnin Türkçe çevirisi, kod bloğu içinde:
-- 
-Herkesin sıfır kurulumla denemesi için bir [Dify Cloud](https://dify.ai) hizmeti sunuyoruz. Bu hizmet, kendi kendine dağıtılan versiyonun tüm yeteneklerini sağlar ve sandbox planında 200 ücretsiz GPT-4 çağrısı içerir.
-
-- **Dify Topluluk Sürümünü Kendi Sunucunuzda Barındırma</br>**
-Bu [başlangıç kılavuzu](#quick-start) ile Dify'ı kendi ortamınızda hızlıca çalıştırın.
-Daha fazla referans ve detaylı talimatlar için [dokümantasyonumuzu](https://docs.dify.ai) kullanın.
-
-- **Kurumlar / organizasyonlar için Dify</br>**
-Ek kurumsal odaklı özellikler sunuyoruz. Kurumsal ihtiyaçları görüşmek için [bize bir e-posta gönderin](mailto:business@dify.ai?subject=[GitHub]Business%20License%20Inquiry). </br>
-  > AWS kullanan startuplar ve küçük işletmeler için, [AWS Marketplace'deki Dify Premium'a](https://aws.amazon.com/marketplace/pp/prodview-t22mebxzwjhu6) göz atın ve tek tıklamayla kendi AWS VPC'nize dağıtın. Bu, özel logo ve marka ile uygulamalar oluşturma seçeneğine sahip uygun fiyatlı bir AMI teklifdir.
-
-## Güncel Kalma
-
-GitHub'da Dify'a yıldız verin ve yeni sürümlerden anında haberdar olun.
-
-![bizi-yıldızlayın](https://github.com/langgenius/dify/assets/13230914/b823edc1-6388-4e25-ad45-2f6b187adbb4)
-
-
-
-## Hızlı başlangıç
-> Dify'ı kurmadan önce, makinenizin aşağıdaki minimum sistem gereksinimlerini karşıladığından emin olun:
-> 
->- CPU >= 2 Çekirdek
->- RAM >= 4GB
-
-</br>
-İşte verdiğiniz metnin Türkçe çevirisi, kod bloğu içinde:
-
-Dify sunucusunu başlatmanın en kolay yolu, [docker-compose.yml](docker/docker-compose.yaml) dosyamızı çalıştırmaktır. Kurulum komutunu çalıştırmadan önce, makinenizde [Docker](https://docs.docker.com/get-docker/) ve [Docker Compose](https://docs.docker.com/compose/install/)'un kurulu olduğundan emin olun:
-
-```bash
-cd docker
-cp .env.example .env
-docker compose up -d
-```
-
-Çalıştırdıktan sonra, tarayıcınızda [http://localhost/install](http://localhost/install) adresinden Dify kontrol paneline erişebilir ve başlangıç ayarları sürecini başlatabilirsiniz.
-
-> Eğer Dify'a katkıda bulunmak veya ek geliştirmeler yapmak isterseniz, [kaynak koddan dağıtım kılavuzumuza](https://docs.dify.ai/getting-started/install-self-hosted/local-source-code) başvurun.
-
-## Sonraki adımlar
-
-Yapılandırmayı özelleştirmeniz gerekiyorsa, lütfen [.env.example](docker/.env.example) dosyamızdaki yorumlara bakın ve `.env` dosyanızdaki ilgili değerleri güncelleyin. Ayrıca, spesifik dağıtım ortamınıza ve gereksinimlerinize bağlı olarak `docker-compose.yaml` dosyasının kendisinde de, imaj sürümlerini, port eşlemelerini veya hacim bağlantılarını değiştirmek gibi ayarlamalar yapmanız gerekebilir. Herhangi bir değişiklik yaptıktan sonra, lütfen `docker-compose up -d` komutunu tekrar çalıştırın. Kullanılabilir tüm ortam değişkenlerinin tam listesini [burada](https://docs.dify.ai/getting-started/install-self-hosted/environments) bulabilirsiniz.
-
-Yüksek kullanılabilirliğe sahip bir kurulum yapılandırmak isterseniz, Dify'ın Kubernetes üzerine dağıtılmasına olanak tanıyan topluluk katkılı [Helm Charts](https://helm.sh/) ve YAML dosyaları mevcuttur.
-
-- [@LeoQuote tarafından Helm Chart](https://github.com/douban/charts/tree/master/charts/dify)
-- [@BorisPolonsky tarafından Helm Chart](https://github.com/BorisPolonsky/dify-helm)
-- [@Winson-030 tarafından YAML dosyası](https://github.com/Winson-030/dify-kubernetes)
-
-#### Dağıtım için Terraform Kullanımı
-
-Dify'ı bulut platformuna tek tıklamayla dağıtın [terraform](https://www.terraform.io/) kullanarak
-
-##### Azure Global
-- [Azure Terraform tarafından @nikawang](https://github.com/nikawang/dify-azure-terraform)
-
-##### Google Cloud
-- [Google Cloud Terraform tarafından @sotazum](https://github.com/DeNA/dify-google-cloud-terraform)
-
-## Katkıda Bulunma
-
-Kod katkısında bulunmak isteyenler için [Katkı Kılavuzumuza](https://github.com/langgenius/dify/blob/main/CONTRIBUTING.md) bakabilirsiniz.
-Aynı zamanda, lütfen Dify'ı sosyal medyada, etkinliklerde ve konferanslarda paylaşarak desteklemeyi düşünün.
-
-> Dify'ı Mandarin veya İngilizce dışındaki dillere çevirmemize yardımcı olacak katkıda bulunanlara ihtiyacımız var. Yardımcı olmakla ilgileniyorsanız, lütfen daha fazla bilgi için [i18n README](https://github.com/langgenius/dify/blob/main/web/i18n/README.md) dosyasına bakın ve [Discord Topluluk Sunucumuzdaki](https://discord.gg/8Tpq4AcN9c) `global-users` kanalında bize bir yorum bırakın.
-
-**Katkıda Bulunanlar**
-
-<a href="https://github.com/langgenius/dify/graphs/contributors">
-  <img src="https://contrib.rocks/image?repo=langgenius/dify" />
-</a>
-
-## Topluluk & iletişim
-
-* [Github Tartışmaları](https://github.com/langgenius/dify/discussions). En uygun: geri bildirim paylaşmak ve soru sormak için.
-* [GitHub Sorunları](https://github.com/langgenius/dify/issues). En uygun: Dify.AI kullanırken karşılaştığınız hatalar ve özellik önerileri için. [Katkı Kılavuzumuza](https://github.com/langgenius/dify/blob/main/CONTRIBUTING.md) bakın.
-* [Discord](https://discord.gg/FngNHpbcY7). En uygun: uygulamalarınızı paylaşmak ve toplulukla vakit geçirmek için.
-* [X(Twitter)](https://twitter.com/dify_ai). En uygun: uygulamalarınızı paylaşmak ve toplulukla vakit geçirmek için.
-
-## Star history
-
-[![Star History Chart](https://api.star-history.com/svg?repos=langgenius/dify&type=Date)](https://star-history.com/#langgenius/dify&Date)
-
-## Güvenlik açıklaması
-
-Gizliliğinizi korumak için, lütfen güvenlik sorunlarını GitHub'da paylaşmaktan kaçının. Bunun yerine, sorularınızı security@dify.ai adresine gönderin ve size daha detaylı bir cevap vereceğiz.
-
-## Lisans
-
-Bu depo, temel olarak Apache 2.0 lisansı ve birkaç ek kısıtlama içeren [Dify Açık Kaynak Lisansı](LICENSE) altında kullanıma sunulmuştur.

README_VI.md

@@ -1,238 +0,0 @@
-![cover-v5-optimized](https://github.com/langgenius/dify/assets/13230914/f9e19af5-61ba-4119-b926-d10c4c06ebab)
-
-<p align="center">
-  <a href="https://cloud.dify.ai">Dify Cloud</a> ·
-  <a href="https://docs.dify.ai/getting-started/install-self-hosted">Tự triển khai</a> ·
-  <a href="https://docs.dify.ai">Tài liệu</a> ·
-  <a href="https://udify.app/chat/22L1zSxg6yW1cWQg">Yêu cầu doanh nghiệp</a>
-</p>
-
-<p align="center">
-    <a href="https://dify.ai" target="_blank">
-        <img alt="Static Badge" src="https://img.shields.io/badge/Product-F04438"></a>
-    <a href="https://dify.ai/pricing" target="_blank">
-        <img alt="Static Badge" src="https://img.shields.io/badge/free-pricing?logo=free&color=%20%23155EEF&label=pricing&labelColor=%20%23528bff"></a>
-    <a href="https://discord.gg/FngNHpbcY7" target="_blank">
-        <img src="https://img.shields.io/discord/1082486657678311454?logo=discord&labelColor=%20%235462eb&logoColor=%20%23f5f5f5&color=%20%235462eb"
-            alt="chat trên Discord"></a>
-    <a href="https://twitter.com/intent/follow?screen_name=dify_ai" target="_blank">
-        <img src="https://img.shields.io/twitter/follow/dify_ai?logo=X&color=%20%23f5f5f5"
-            alt="theo dõi trên X(Twitter)"></a>
-    <a href="https://hub.docker.com/u/langgenius" target="_blank">
-        <img alt="Docker Pulls" src="https://img.shields.io/docker/pulls/langgenius/dify-web?labelColor=%20%23FDB062&color=%20%23f79009"></a>
-    <a href="https://github.com/langgenius/dify/graphs/commit-activity" target="_blank">
-        <img alt="Commits tháng trước" src="https://img.shields.io/github/commit-activity/m/langgenius/dify?labelColor=%20%2332b583&color=%20%2312b76a"></a>
-    <a href="https://github.com/langgenius/dify/" target="_blank">
-        <img alt="Vấn đề đã đóng" src="https://img.shields.io/github/issues-search?query=repo%3Alanggenius%2Fdify%20is%3Aclosed&label=issues%20closed&labelColor=%20%237d89b0&color=%20%235d6b98"></a>
-    <a href="https://github.com/langgenius/dify/discussions/" target="_blank">
-        <img alt="Bài thảo luận" src="https://img.shields.io/github/discussions/langgenius/dify?labelColor=%20%239b8afb&color=%20%237a5af8"></a>
-</p>
-
-<p align="center">
-  <a href="./README.md"><img alt="README in English" src="https://img.shields.io/badge/English-d9d9d9"></a>
-  <a href="./README_CN.md"><img alt="简体中文版自述文件" src="https://img.shields.io/badge/简体中文-d9d9d9"></a>
-  <a href="./README_JA.md"><img alt="日本語のREADME" src="https://img.shields.io/badge/日本語-d9d9d9"></a>
-  <a href="./README_ES.md"><img alt="README en Español" src="https://img.shields.io/badge/Español-d9d9d9"></a>
-  <a href="./README_FR.md"><img alt="README en Français" src="https://img.shields.io/badge/Français-d9d9d9"></a>
-  <a href="./README_KL.md"><img alt="README tlhIngan Hol" src="https://img.shields.io/badge/Klingon-d9d9d9"></a>
-  <a href="./README_KR.md"><img alt="README in Korean" src="https://img.shields.io/badge/한국어-d9d9d9"></a>
-  <a href="./README_AR.md"><img alt="README بالعربية" src="https://img.shields.io/badge/العربية-d9d9d9"></a>
-  <a href="./README_TR.md"><img alt="Türkçe README" src="https://img.shields.io/badge/Türkçe-d9d9d9"></a>
-  <a href="./README_VI.md"><img alt="README Tiếng Việt" src="https://img.shields.io/badge/Ti%E1%BA%BFng%20Vi%E1%BB%87t-d9d9d9"></a>
-</p>
-
-
-Dify là một nền tảng phát triển ứng dụng LLM mã nguồn mở. Giao diện trực quan kết hợp quy trình làm việc AI, mô hình RAG, khả năng tác nhân, quản lý mô hình, tính năng quan sát và hơn thế nữa, cho phép bạn nhanh chóng chuyển từ nguyên mẫu sang sản phẩm. Đây là danh sách các tính năng cốt lõi:
-</br> </br>
-
-**1. Quy trình làm việc**: 
-  Xây dựng và kiểm tra các quy trình làm việc AI mạnh mẽ trên một canvas trực quan, tận dụng tất cả các tính năng sau đây và hơn thế nữa.
-
-
-  https://github.com/langgenius/dify/assets/13230914/356df23e-1604-483d-80a6-9517ece318aa
-
-
-
-**2. Hỗ trợ mô hình toàn diện**: 
-  Tích hợp liền mạch với hàng trăm mô hình LLM độc quyền / mã nguồn mở từ hàng chục nhà cung cấp suy luận và giải pháp tự lưu trữ, bao gồm GPT, Mistral, Llama3, và bất kỳ mô hình tương thích API OpenAI nào. Danh sách đầy đủ các nhà cung cấp mô hình được hỗ trợ có thể được tìm thấy [tại đây](https://docs.dify.ai/getting-started/readme/model-providers).
-
-![providers-v5](https://github.com/langgenius/dify/assets/13230914/5a17bdbe-097a-4100-8363-40255b70f6e3)
-
-
-**3. IDE Prompt**: 
-  Giao diện trực quan để tạo prompt, so sánh hiệu suất mô hình và thêm các tính năng bổ sung như chuyển văn bản thành giọng nói cho một ứng dụng dựa trên trò chuyện. 
-
-**4. Mô hình RAG**: 
-  Khả năng RAG mở rộng bao gồm mọi thứ từ nhập tài liệu đến truy xuất, với hỗ trợ sẵn có cho việc trích xuất văn bản từ PDF, PPT và các định dạng tài liệu phổ biến khác.
-
-**5. Khả năng tác nhân**: 
-  Bạn có thể định nghĩa các tác nhân dựa trên LLM Function Calling hoặc ReAct, và thêm các công cụ được xây dựng sẵn hoặc tùy chỉnh cho tác nhân. Dify cung cấp hơn 50 công cụ tích hợp sẵn cho các tác nhân AI, như Google Search, DALL·E, Stable Diffusion và WolframAlpha.
-
-**6. LLMOps**: 
-  Giám sát và phân tích nhật ký và hiệu suất ứng dụng theo thời gian. Bạn có thể liên tục cải thiện prompt, bộ dữ liệu và mô hình dựa trên dữ liệu sản xuất và chú thích.
-
-**7. Backend-as-a-Service**: 
-  Tất cả các dịch vụ của Dify đều đi kèm với các API tương ứng, vì vậy bạn có thể dễ dàng tích hợp Dify vào logic kinh doanh của riêng mình.
-
-
-## So sánh tính năng
-<table style="width: 100%;">
-  <tr>
-    <th align="center">Tính năng</th>
-    <th align="center">Dify.AI</th>
-    <th align="center">LangChain</th>
-    <th align="center">Flowise</th>
-    <th align="center">OpenAI Assistants API</th>
-  </tr>
-  <tr>
-    <td align="center">Phương pháp lập trình</td>
-    <td align="center">Hướng API + Ứng dụng</td>
-    <td align="center">Mã Python</td>
-    <td align="center">Hướng ứng dụng</td>
-    <td align="center">Hướng API</td>
-  </tr>
-  <tr>
-    <td align="center">LLMs được hỗ trợ</td>
-    <td align="center">Đa dạng phong phú</td>
-    <td align="center">Đa dạng phong phú</td>
-    <td align="center">Đa dạng phong phú</td>
-    <td align="center">Chỉ OpenAI</td>
-  </tr>
-  <tr>
-    <td align="center">RAG Engine</td>
-    <td align="center">✅</td>
-    <td align="center">✅</td>
-    <td align="center">✅</td>
-    <td align="center">✅</td>
-  </tr>
-  <tr>
-    <td align="center">Agent</td>
-    <td align="center">✅</td>
-    <td align="center">✅</td>
-    <td align="center">❌</td>
-    <td align="center">✅</td>
-  </tr>
-  <tr>
-    <td align="center">Quy trình làm việc</td>
-    <td align="center">✅</td>
-    <td align="center">❌</td>
-    <td align="center">✅</td>
-    <td align="center">❌</td>
-  </tr>
-  <tr>
-    <td align="center">Khả năng quan sát</td>
-    <td align="center">✅</td>
-    <td align="center">✅</td>
-    <td align="center">❌</td>
-    <td align="center">❌</td>
-  </tr>
-  <tr>
-    <td align="center">Tính năng doanh nghiệp (SSO/Kiểm soát truy cập)</td>
-    <td align="center">✅</td>
-    <td align="center">❌</td>
-    <td align="center">❌</td>
-    <td align="center">❌</td>
-  </tr>
-  <tr>
-    <td align="center">Triển khai cục bộ</td>
-    <td align="center">✅</td>
-    <td align="center">✅</td>
-    <td align="center">✅</td>
-    <td align="center">❌</td>
-  </tr>
-</table>
-
-## Sử dụng Dify
-
-- **Cloud </br>**
-Chúng tôi lưu trữ dịch vụ [Dify Cloud](https://dify.ai) cho bất kỳ ai muốn thử mà không cần cài đặt. Nó cung cấp tất cả các khả năng của phiên bản tự triển khai và bao gồm 200 lượt gọi GPT-4 miễn phí trong gói sandbox.
-
-- **Tự triển khai Dify Community Edition</br>**
-Nhanh chóng chạy Dify trong môi trường của bạn với [hướng dẫn bắt đầu](#quick-start) này.
-Sử dụng [tài liệu](https://docs.dify.ai) của chúng tôi để tham khảo thêm và nhận hướng dẫn chi tiết hơn.
-
-- **Dify cho doanh nghiệp / tổ chức</br>**
-Chúng tôi cung cấp các tính năng bổ sung tập trung vào doanh nghiệp. [Ghi lại câu hỏi của bạn cho chúng tôi thông qua chatbot này](https://udify.app/chat/22L1zSxg6yW1cWQg) hoặc [gửi email cho chúng tôi](mailto:business@dify.ai?subject=[GitHub]Business%20License%20Inquiry) để thảo luận về nhu cầu doanh nghiệp. </br>
-  > Đối với các công ty khởi nghiệp và doanh nghiệp nhỏ sử dụng AWS, hãy xem [Dify Premium trên AWS Marketplace](https://aws.amazon.com/marketplace/pp/prodview-t22mebxzwjhu6) và triển khai nó vào AWS VPC của riêng bạn chỉ với một cú nhấp chuột. Đây là một AMI giá cả phải chăng với tùy chọn tạo ứng dụng với logo và thương hiệu tùy chỉnh.
-
-
-## Luôn cập nhật
-
-Yêu thích Dify trên GitHub và được thông báo ngay lập tức về các bản phát hành mới.
-
-![star-us](https://github.com/langgenius/dify/assets/13230914/b823edc1-6388-4e25-ad45-2f6b187adbb4)
-
-
-
-## Bắt đầu nhanh
-> Trước khi cài đặt Dify, hãy đảm bảo máy của bạn đáp ứng các yêu cầu hệ thống tối thiểu sau:
-> 
->- CPU >= 2 Core
->- RAM >= 4GB
-
-</br>
-
-Cách dễ nhất để khởi động máy chủ Dify là chạy tệp [docker-compose.yml](docker/docker-compose.yaml) của chúng tôi. Trước khi chạy lệnh cài đặt, hãy đảm bảo rằng [Docker](https://docs.docker.com/get-docker/) và [Docker Compose](https://docs.docker.com/compose/install/) đã được cài đặt trên máy của bạn:
-
-```bash
-cd docker
-cp .env.example .env
-docker compose up -d
-```
-
-Sau khi chạy, bạn có thể truy cập bảng điều khiển Dify trong trình duyệt của bạn tại [http://localhost/install](http://localhost/install) và bắt đầu quá trình khởi tạo.
-
-> Nếu bạn muốn đóng góp cho Dify hoặc phát triển thêm, hãy tham khảo [hướng dẫn triển khai từ mã nguồn](https://docs.dify.ai/getting-started/install-self-hosted/local-source-code) của chúng tôi
-
-## Các bước tiếp theo
-
-Nếu bạn cần tùy chỉnh cấu hình, vui lòng tham khảo các nhận xét trong tệp [.env.example](docker/.env.example) của chúng tôi và cập nhật các giá trị tương ứng trong tệp `.env` của bạn. Ngoài ra, bạn có thể cần điều chỉnh tệp `docker-compose.yaml`, chẳng hạn như thay đổi phiên bản hình ảnh, ánh xạ cổng hoặc gắn kết khối lượng, dựa trên môi trường triển khai cụ thể và yêu cầu của bạn. Sau khi thực hiện bất kỳ thay đổi nào, vui lòng chạy lại `docker-compose up -d`. Bạn có thể tìm thấy danh sách đầy đủ các biến môi trường có sẵn [tại đây](https://docs.dify.ai/getting-started/install-self-hosted/environments).
-
-Nếu bạn muốn cấu hình một cài đặt có độ sẵn sàng cao, có các [Helm Charts](https://helm.sh/) và tệp YAML do cộng đồng đóng góp cho phép Dify được triển khai trên Kubernetes.
-
-- [Helm Chart bởi @LeoQuote](https://github.com/douban/charts/tree/master/charts/dify)
-- [Helm Chart bởi @BorisPolonsky](https://github.com/BorisPolonsky/dify-helm)
-- [Tệp YAML bởi @Winson-030](https://github.com/Winson-030/dify-kubernetes)
-
-#### Sử dụng Terraform để Triển khai
-
-Triển khai Dify lên nền tảng đám mây với một cú nhấp chuột bằng cách sử dụng [terraform](https://www.terraform.io/)
-
-##### Azure Global
-- [Azure Terraform bởi @nikawang](https://github.com/nikawang/dify-azure-terraform)
-
-##### Google Cloud
-- [Google Cloud Terraform bởi @sotazum](https://github.com/DeNA/dify-google-cloud-terraform)
-
-## Đóng góp
-
-Đối với những người muốn đóng góp mã, xem [Hướng dẫn Đóng góp](https://github.com/langgenius/dify/blob/main/CONTRIBUTING.md) của chúng tôi. 
-Đồng thời, vui lòng xem xét hỗ trợ Dify bằng cách chia sẻ nó trên mạng xã hội và tại các sự kiện và hội nghị.
-
-
-> Chúng tôi đang tìm kiếm người đóng góp để giúp dịch Dify sang các ngôn ngữ khác ngoài tiếng Trung hoặc tiếng Anh. Nếu bạn quan tâm đến việc giúp đỡ, vui lòng xem [README i18n](https://github.com/langgenius/dify/blob/main/web/i18n/README.md) để biết thêm thông tin và để lại bình luận cho chúng tôi trong kênh `global-users` của [Máy chủ Cộng đồng Discord](https://discord.gg/8Tpq4AcN9c) của chúng tôi.
-
-**Người đóng góp**
-
-<a href="https://github.com/langgenius/dify/graphs/contributors">
-  <img src="https://contrib.rocks/image?repo=langgenius/dify" />
-</a>
-
-## Cộng đồng & liên hệ
-
-* [Thảo luận GitHub](https://github.com/langgenius/dify/discussions). Tốt nhất cho: chia sẻ phản hồi và đặt câu hỏi.
-* [Vấn đề GitHub](https://github.com/langgenius/dify/issues). Tốt nhất cho: lỗi bạn gặp phải khi sử dụng Dify.AI và đề xuất tính năng. Xem [Hướng dẫn Đóng góp](https://github.com/langgenius/dify/blob/main/CONTRIBUTING.md) của chúng tôi.
-* [Discord](https://discord.gg/FngNHpbcY7). Tốt nhất cho: chia sẻ ứng dụng của bạn và giao lưu với cộng đồng.
-* [X(Twitter)](https://twitter.com/dify_ai). Tốt nhất cho: chia sẻ ứng dụng của bạn và giao lưu với cộng đồng.
-
-## Lịch sử Yêu thích
-
-[![Biểu đồ Lịch sử Yêu thích](https://api.star-history.com/svg?repos=langgenius/dify&type=Date)](https://star-history.com/#langgenius/dify&Date)
-
-## Tiết lộ bảo mật
-
-Để bảo vệ quyền riêng tư của bạn, vui lòng tránh đăng các vấn đề bảo mật trên GitHub. Thay vào đó, hãy gửi câu hỏi của bạn đến security@dify.ai và chúng tôi sẽ cung cấp cho bạn câu trả lời chi tiết hơn.
-
-## Giấy phép
-
-Kho lưu trữ này có sẵn theo [Giấy phép Mã nguồn Mở Dify](LICENSE), về cơ bản là Apache 2.0 với một vài hạn chế bổ sung.

api/.env.example

@@ -39,7 +39,7 @@ DB_DATABASE=dify
 
 # Storage configuration
 # use for store upload files, private keys...
-# storage type: local, s3, azure-blob, google-storage, tencent-cos, huawei-obs, volcengine-tos, baidu-obs
+# storage type: local, s3, azure-blob, google-storage
 STORAGE_TYPE=local
 STORAGE_LOCAL_PATH=storage
 S3_USE_AWS_MANAGED_IAM=false
@@ -60,8 +60,7 @@ ALIYUN_OSS_SECRET_KEY=your-secret-key
 ALIYUN_OSS_ENDPOINT=your-endpoint
 ALIYUN_OSS_AUTH_VERSION=v1
 ALIYUN_OSS_REGION=your-region
-# Don't start with '/'. OSS doesn't support leading slash in object names.
-ALIYUN_OSS_PATH=your-path
+
 # Google Storage configuration
 GOOGLE_STORAGE_BUCKET_NAME=yout-bucket-name
 GOOGLE_STORAGE_SERVICE_ACCOUNT_JSON_BASE64=your-google-service-account-json-base64-string
@@ -73,18 +72,6 @@ TENCENT_COS_SECRET_ID=your-secret-id
 TENCENT_COS_REGION=your-region
 TENCENT_COS_SCHEME=your-scheme
 
-# Huawei OBS Storage Configuration
-HUAWEI_OBS_BUCKET_NAME=your-bucket-name
-HUAWEI_OBS_SECRET_KEY=your-secret-key
-HUAWEI_OBS_ACCESS_KEY=your-access-key
-HUAWEI_OBS_SERVER=your-server-url
-
-# Baidu OBS Storage Configuration
-BAIDU_OBS_BUCKET_NAME=your-bucket-name
-BAIDU_OBS_SECRET_KEY=your-secret-key
-BAIDU_OBS_ACCESS_KEY=your-access-key
-BAIDU_OBS_ENDPOINT=your-server-url
-
 # OCI Storage configuration
 OCI_ENDPOINT=your-endpoint
 OCI_BUCKET_NAME=your-bucket-name
@@ -92,13 +79,6 @@ OCI_ACCESS_KEY=your-access-key
 OCI_SECRET_KEY=your-secret-key
 OCI_REGION=your-region
 
-# Volcengine tos Storage configuration
-VOLCENGINE_TOS_ENDPOINT=your-endpoint
-VOLCENGINE_TOS_BUCKET_NAME=your-bucket-name
-VOLCENGINE_TOS_ACCESS_KEY=your-access-key
-VOLCENGINE_TOS_SECRET_KEY=your-secret-key
-VOLCENGINE_TOS_REGION=your-region
-
 # CORS configuration
 WEB_API_CORS_ALLOW_ORIGINS=http://127.0.0.1:3000,*
 CONSOLE_CORS_ALLOW_ORIGINS=http://127.0.0.1:3000,*
@@ -120,10 +100,11 @@ QDRANT_GRPC_ENABLED=false
 QDRANT_GRPC_PORT=6334
 
 # Milvus configuration
-MILVUS_URI=http://127.0.0.1:19530
-MILVUS_TOKEN=
+MILVUS_HOST=127.0.0.1
+MILVUS_PORT=19530
 MILVUS_USER=root
 MILVUS_PASSWORD=Milvus
+MILVUS_SECURE=false
 
 # MyScale configuration
 MYSCALE_HOST=127.0.0.1
@@ -149,12 +130,6 @@ TENCENT_VECTOR_DB_DATABASE=dify
 TENCENT_VECTOR_DB_SHARD=1
 TENCENT_VECTOR_DB_REPLICAS=2
 
-# ElasticSearch configuration
-ELASTICSEARCH_HOST=127.0.0.1
-ELASTICSEARCH_PORT=9200
-ELASTICSEARCH_USERNAME=elastic
-ELASTICSEARCH_PASSWORD=elastic
-
 # PGVECTO_RS configuration
 PGVECTO_RS_HOST=localhost
 PGVECTO_RS_PORT=5431
@@ -168,8 +143,6 @@ PGVECTOR_PORT=5433
 PGVECTOR_USER=postgres
 PGVECTOR_PASSWORD=postgres
 PGVECTOR_DATABASE=postgres
-PGVECTOR_MIN_CONNECTION=1
-PGVECTOR_MAX_CONNECTION=5
 
 # Tidb Vector configuration
 TIDB_VECTOR_HOST=xxx.eu-central-1.xxx.aws.tidbcloud.com
@@ -210,7 +183,6 @@ UPLOAD_IMAGE_FILE_SIZE_LIMIT=10
 
 # Model Configuration
 MULTIMODAL_SEND_IMAGE_FORMAT=base64
-PROMPT_GENERATION_MAX_TOKENS=512
 
 # Mail configuration, support: resend, smtp
 MAIL_TYPE=
@@ -244,7 +216,6 @@ UNSTRUCTURED_API_KEY=
 
 SSRF_PROXY_HTTP_URL=
 SSRF_PROXY_HTTPS_URL=
-SSRF_DEFAULT_MAX_RETRIES=3
 
 BATCH_UPLOAD_LIMIT=10
 KEYWORD_DATA_SOURCE_TYPE=database
@@ -268,11 +239,8 @@ API_TOOL_DEFAULT_READ_TIMEOUT=60
 HTTP_REQUEST_MAX_CONNECT_TIMEOUT=300
 HTTP_REQUEST_MAX_READ_TIMEOUT=600
 HTTP_REQUEST_MAX_WRITE_TIMEOUT=600
-HTTP_REQUEST_NODE_MAX_BINARY_SIZE=10485760
-HTTP_REQUEST_NODE_MAX_TEXT_SIZE=1048576
-
-# Respect X-* headers to redirect clients
-RESPECT_XFORWARD_HEADERS_ENABLED=false
+HTTP_REQUEST_NODE_MAX_BINARY_SIZE=10485760 # 10MB
+HTTP_REQUEST_NODE_MAX_TEXT_SIZE=1048576 # 1MB
 
 # Log file path
 LOG_FILE=
@@ -288,16 +256,3 @@ WORKFLOW_CALL_MAX_DEPTH=5
 # App configuration
 APP_MAX_EXECUTION_TIME=1200
 APP_MAX_ACTIVE_REQUESTS=0
-
-
-# Celery beat configuration
-CELERY_BEAT_SCHEDULER_TIME=1
-
-# Position configuration
-POSITION_TOOL_PINS=
-POSITION_TOOL_INCLUDES=
-POSITION_TOOL_EXCLUDES=
-
-POSITION_PROVIDER_PINS=
-POSITION_PROVIDER_INCLUDES=
-POSITION_PROVIDER_EXCLUDES=

api/Dockerfile

@@ -5,10 +5,6 @@ WORKDIR /app/api
 
 # Install Poetry
 ENV POETRY_VERSION=1.8.3
-
-# if you located in China, you can use aliyun mirror to speed up
-# RUN pip install --no-cache-dir poetry==${POETRY_VERSION} -i https://mirrors.aliyun.com/pypi/simple/
-
 RUN pip install --no-cache-dir poetry==${POETRY_VERSION}
 
 # Configure Poetry
@@ -16,13 +12,9 @@ ENV POETRY_CACHE_DIR=/tmp/poetry_cache
 ENV POETRY_NO_INTERACTION=1
 ENV POETRY_VIRTUALENVS_IN_PROJECT=true
 ENV POETRY_VIRTUALENVS_CREATE=true
-ENV POETRY_REQUESTS_TIMEOUT=15
 
 FROM base AS packages
 
-# if you located in China, you can use aliyun mirror to speed up
-# RUN sed -i 's@deb.debian.org@mirrors.aliyun.com@g' /etc/apt/sources.list.d/debian.sources
-
 RUN apt-get update \
     && apt-get install -y --no-install-recommends gcc g++ libc-dev libffi-dev libgmp-dev libmpfr-dev libmpc-dev
 
@@ -49,14 +41,8 @@ ENV TZ=UTC
 WORKDIR /app/api
 
 RUN apt-get update \
-    && apt-get install -y --no-install-recommends curl nodejs libgmp-dev libmpfr-dev libmpc-dev \
-    # if you located in China, you can use aliyun mirror to speed up
-    # && echo "deb http://mirrors.aliyun.com/debian testing main" > /etc/apt/sources.list \
-    && echo "deb http://deb.debian.org/debian testing main" > /etc/apt/sources.list \
-    && apt-get update \
-    # For Security
-    && apt-get install -y --no-install-recommends zlib1g=1:1.3.dfsg+really1.3.1-1 expat=2.6.3-1 libldap-2.5-0=2.5.18+dfsg-3 perl=5.38.2-5 libsqlite3-0=3.46.0-1 \
-    && apt-get autoremove -y \
+    && apt-get install -y --no-install-recommends curl wget vim nodejs ffmpeg libgmp-dev libmpfr-dev libmpc-dev \
+    && apt-get autoremove \
     && rm -rf /var/lib/apt/lists/*
 
 # Copy Python environment and packages
@@ -64,9 +50,6 @@ ENV VIRTUAL_ENV=/app/api/.venv
 COPY --from=packages ${VIRTUAL_ENV} ${VIRTUAL_ENV}
 ENV PATH="${VIRTUAL_ENV}/bin:${PATH}"
 
-# Download nltk data
-RUN python -c "import nltk; nltk.download('punkt'); nltk.download('averaged_perceptron_tagger')"
-
 # Copy source code
 COPY . /app/api/
 

api/README.md

@@ -12,8 +12,7 @@
    ```bash
    cd ../docker
    cp middleware.env.example middleware.env
-   # change the profile to other vector database if you are not using weaviate
-   docker compose -f docker-compose.middleware.yaml --profile weaviate -p dify up -d
+   docker compose -f docker-compose.middleware.yaml -p dify up -d
    cd ../api
    ```
 
@@ -65,12 +64,14 @@
 
 8. Start Dify [web](../web) service.
 9. Setup your application by visiting `http://localhost:3000`...
-10. If you need to handle and debug the async tasks (e.g. dataset importing and documents indexing), please start the worker service.
+10. If you need to debug local async processing, please start the worker service.
 
    ```bash
    poetry run python -m celery -A app.celery worker -P gevent -c 1 --loglevel INFO -Q dataset,generation,mail,ops_trace,app_deletion
    ```
 
+   The started celery app handles the async tasks, e.g. dataset importing and documents indexing.
+
 ## Testing
 
 1. Install dependencies for both the backend and the test environment

api/app.py

@@ -1,6 +1,8 @@
 import os
 
-if os.environ.get("DEBUG", "false").lower() != "true":
+from configs import dify_config
+
+if os.environ.get("DEBUG", "false").lower() != 'true':
     from gevent import monkey
 
     monkey.patch_all()
@@ -21,12 +23,10 @@ from flask import Flask, Response, request
 from flask_cors import CORS
 from werkzeug.exceptions import Unauthorized
 
-import contexts
 from commands import register_commands
-from configs import dify_config
 
 # DO NOT REMOVE BELOW
-from events import event_handlers  # noqa: F401
+from events import event_handlers
 from extensions import (
     ext_celery,
     ext_code_based_extension,
@@ -36,7 +36,6 @@ from extensions import (
     ext_login,
     ext_mail,
     ext_migrate,
-    ext_proxy_fix,
     ext_redis,
     ext_sentry,
     ext_storage,
@@ -46,7 +45,7 @@ from extensions.ext_login import login_manager
 from libs.passport import PassportService
 
 # TODO: Find a way to avoid importing models here
-from models import account, dataset, model, source, task, tool, tools, web  # noqa: F401
+from models import account, dataset, model, source, task, tool, tools, web
 from services.account_service import AccountService
 
 # DO NOT REMOVE ABOVE
@@ -54,9 +53,11 @@ from services.account_service import AccountService
 
 warnings.simplefilter("ignore", ResourceWarning)
 
-os.environ["TZ"] = "UTC"
-# windows platform not support tzset
-if hasattr(time, "tzset"):
+# fix windows platform
+if os.name == "nt":
+    os.system('tzutil /s "UTC"')
+else:
+    os.environ['TZ'] = 'UTC'
     time.tzset()
 
 
@@ -69,14 +70,13 @@ class DifyApp(Flask):
 # -------------
 
 
-config_type = os.getenv("EDITION", default="SELF_HOSTED")  # ce edition first
+config_type = os.getenv('EDITION', default='SELF_HOSTED')  # ce edition first
 
 
 # ----------------------------
 # Application Factory Function
 # ----------------------------
 
-
 def create_flask_app_with_configs() -> Flask:
     """
     create a raw flask app
@@ -92,7 +92,7 @@ def create_flask_app_with_configs() -> Flask:
         elif isinstance(value, int | float | bool):
             os.environ[key] = str(value)
         elif value is None:
-            os.environ[key] = ""
+            os.environ[key] = ''
 
     return dify_app
 
@@ -100,10 +100,10 @@ def create_flask_app_with_configs() -> Flask:
 def create_app() -> Flask:
     app = create_flask_app_with_configs()
 
-    app.secret_key = app.config["SECRET_KEY"]
+    app.secret_key = app.config['SECRET_KEY']
 
     log_handlers = None
-    log_file = app.config.get("LOG_FILE")
+    log_file = app.config.get('LOG_FILE')
     if log_file:
         log_dir = os.path.dirname(log_file)
         os.makedirs(log_dir, exist_ok=True)
@@ -111,24 +111,23 @@ def create_app() -> Flask:
             RotatingFileHandler(
                 filename=log_file,
                 maxBytes=1024 * 1024 * 1024,
-                backupCount=5,
+                backupCount=5
             ),
-            logging.StreamHandler(sys.stdout),
+            logging.StreamHandler(sys.stdout)
         ]
 
     logging.basicConfig(
-        level=app.config.get("LOG_LEVEL"),
-        format=app.config.get("LOG_FORMAT"),
-        datefmt=app.config.get("LOG_DATEFORMAT"),
+        level=app.config.get('LOG_LEVEL'),
+        format=app.config.get('LOG_FORMAT'),
+        datefmt=app.config.get('LOG_DATEFORMAT'),
         handlers=log_handlers,
-        force=True,
+        force=True
     )
-    log_tz = app.config.get("LOG_TZ")
+    log_tz = app.config.get('LOG_TZ')
     if log_tz:
         from datetime import datetime
 
         import pytz
-
         timezone = pytz.timezone(log_tz)
 
         def time_converter(seconds):
@@ -157,46 +156,41 @@ def initialize_extensions(app):
     ext_mail.init_app(app)
     ext_hosting_provider.init_app(app)
     ext_sentry.init_app(app)
-    ext_proxy_fix.init_app(app)
 
 
 # Flask-Login configuration
 @login_manager.request_loader
 def load_user_from_request(request_from_flask_login):
     """Load user based on the request."""
-    if request.blueprint not in {"console", "inner_api"}:
+    if request.blueprint not in ['console', 'inner_api']:
         return None
     # Check if the user_id contains a dot, indicating the old format
-    auth_header = request.headers.get("Authorization", "")
+    auth_header = request.headers.get('Authorization', '')
     if not auth_header:
-        auth_token = request.args.get("_token")
+        auth_token = request.args.get('_token')
         if not auth_token:
-            raise Unauthorized("Invalid Authorization token.")
+            raise Unauthorized('Invalid Authorization token.')
     else:
-        if " " not in auth_header:
-            raise Unauthorized("Invalid Authorization header format. Expected 'Bearer <api-key>' format.")
+        if ' ' not in auth_header:
+            raise Unauthorized('Invalid Authorization header format. Expected \'Bearer <api-key>\' format.')
         auth_scheme, auth_token = auth_header.split(None, 1)
         auth_scheme = auth_scheme.lower()
-        if auth_scheme != "bearer":
-            raise Unauthorized("Invalid Authorization header format. Expected 'Bearer <api-key>' format.")
+        if auth_scheme != 'bearer':
+            raise Unauthorized('Invalid Authorization header format. Expected \'Bearer <api-key>\' format.')
 
     decoded = PassportService().verify(auth_token)
-    user_id = decoded.get("user_id")
+    user_id = decoded.get('user_id')
 
-    logged_in_account = AccountService.load_logged_in_account(account_id=user_id, token=auth_token)
-    if logged_in_account:
-        contexts.tenant_id.set(logged_in_account.current_tenant_id)
-    return logged_in_account
+    return AccountService.load_logged_in_account(account_id=user_id, token=auth_token)
 
 
 @login_manager.unauthorized_handler
 def unauthorized_handler():
     """Handle unauthorized requests."""
-    return Response(
-        json.dumps({"code": "unauthorized", "message": "Unauthorized."}),
-        status=401,
-        content_type="application/json",
-    )
+    return Response(json.dumps({
+        'code': 'unauthorized',
+        'message': "Unauthorized."
+    }), status=401, content_type="application/json")
 
 
 # register blueprint routers
@@ -207,36 +201,38 @@ def register_blueprints(app):
     from controllers.service_api import bp as service_api_bp
     from controllers.web import bp as web_bp
 
-    CORS(
-        service_api_bp,
-        allow_headers=["Content-Type", "Authorization", "X-App-Code"],
-        methods=["GET", "PUT", "POST", "DELETE", "OPTIONS", "PATCH"],
-    )
+    CORS(service_api_bp,
+         allow_headers=['Content-Type', 'Authorization', 'X-App-Code'],
+         methods=['GET', 'PUT', 'POST', 'DELETE', 'OPTIONS', 'PATCH']
+         )
     app.register_blueprint(service_api_bp)
 
-    CORS(
-        web_bp,
-        resources={r"/*": {"origins": app.config["WEB_API_CORS_ALLOW_ORIGINS"]}},
-        supports_credentials=True,
-        allow_headers=["Content-Type", "Authorization", "X-App-Code"],
-        methods=["GET", "PUT", "POST", "DELETE", "OPTIONS", "PATCH"],
-        expose_headers=["X-Version", "X-Env"],
-    )
+    CORS(web_bp,
+         resources={
+             r"/*": {"origins": app.config['WEB_API_CORS_ALLOW_ORIGINS']}},
+         supports_credentials=True,
+         allow_headers=['Content-Type', 'Authorization', 'X-App-Code'],
+         methods=['GET', 'PUT', 'POST', 'DELETE', 'OPTIONS', 'PATCH'],
+         expose_headers=['X-Version', 'X-Env']
+         )
 
     app.register_blueprint(web_bp)
 
-    CORS(
-        console_app_bp,
-        resources={r"/*": {"origins": app.config["CONSOLE_CORS_ALLOW_ORIGINS"]}},
-        supports_credentials=True,
-        allow_headers=["Content-Type", "Authorization"],
-        methods=["GET", "PUT", "POST", "DELETE", "OPTIONS", "PATCH"],
-        expose_headers=["X-Version", "X-Env"],
-    )
+    CORS(console_app_bp,
+         resources={
+             r"/*": {"origins": app.config['CONSOLE_CORS_ALLOW_ORIGINS']}},
+         supports_credentials=True,
+         allow_headers=['Content-Type', 'Authorization'],
+         methods=['GET', 'PUT', 'POST', 'DELETE', 'OPTIONS', 'PATCH'],
+         expose_headers=['X-Version', 'X-Env']
+         )
 
     app.register_blueprint(console_app_bp)
 
-    CORS(files_bp, allow_headers=["Content-Type"], methods=["GET", "PUT", "POST", "DELETE", "OPTIONS", "PATCH"])
+    CORS(files_bp,
+         allow_headers=['Content-Type'],
+         methods=['GET', 'PUT', 'POST', 'DELETE', 'OPTIONS', 'PATCH']
+         )
     app.register_blueprint(files_bp)
 
     app.register_blueprint(inner_api_bp)
@@ -246,29 +242,28 @@ def register_blueprints(app):
 app = create_app()
 celery = app.extensions["celery"]
 
-if app.config.get("TESTING"):
+if app.config.get('TESTING'):
     print("App is running in TESTING mode")
 
 
 @app.after_request
 def after_request(response):
     """Add Version headers to the response."""
-    response.set_cookie("remember_token", "", expires=0)
-    response.headers.add("X-Version", app.config["CURRENT_VERSION"])
-    response.headers.add("X-Env", app.config["DEPLOY_ENV"])
+    response.set_cookie('remember_token', '', expires=0)
+    response.headers.add('X-Version', app.config['CURRENT_VERSION'])
+    response.headers.add('X-Env', app.config['DEPLOY_ENV'])
     return response
 
 
-@app.route("/health")
+@app.route('/health')
 def health():
-    return Response(
-        json.dumps({"pid": os.getpid(), "status": "ok", "version": app.config["CURRENT_VERSION"]}),
-        status=200,
-        content_type="application/json",
-    )
+    return Response(json.dumps({
+        'status': 'ok',
+        'version': app.config['CURRENT_VERSION']
+    }), status=200, content_type="application/json")
 
 
-@app.route("/threads")
+@app.route('/threads')
 def threads():
     num_threads = threading.active_count()
     threads = threading.enumerate()
@@ -279,34 +274,30 @@ def threads():
         thread_id = thread.ident
         is_alive = thread.is_alive()
 
-        thread_list.append(
-            {
-                "name": thread_name,
-                "id": thread_id,
-                "is_alive": is_alive,
-            }
-        )
+        thread_list.append({
+            'name': thread_name,
+            'id': thread_id,
+            'is_alive': is_alive
+        })
 
     return {
-        "pid": os.getpid(),
-        "thread_num": num_threads,
-        "threads": thread_list,
+        'thread_num': num_threads,
+        'threads': thread_list
     }
 
 
-@app.route("/db-pool-stat")
+@app.route('/db-pool-stat')
 def pool_stat():
     engine = db.engine
     return {
-        "pid": os.getpid(),
-        "pool_size": engine.pool.size(),
-        "checked_in_connections": engine.pool.checkedin(),
-        "checked_out_connections": engine.pool.checkedout(),
-        "overflow_connections": engine.pool.overflow(),
-        "connection_timeout": engine.pool.timeout(),
-        "recycle_time": db.engine.pool._recycle,
+        'pool_size': engine.pool.size(),
+        'checked_in_connections': engine.pool.checkedin(),
+        'checked_out_connections': engine.pool.checkedout(),
+        'overflow_connections': engine.pool.overflow(),
+        'connection_timeout': engine.pool.timeout(),
+        'recycle_time': db.engine.pool._recycle
     }
 
 
-if __name__ == "__main__":
-    app.run(host="0.0.0.0", port=5001)
+if __name__ == '__main__':
+    app.run(host='0.0.0.0', port=5001)

api/commands.py

@@ -27,29 +27,32 @@ from models.provider import Provider, ProviderModel
 from services.account_service import RegisterService, TenantService
 
 
-@click.command("reset-password", help="Reset the account password.")
-@click.option("--email", prompt=True, help="Account email to reset password for")
-@click.option("--new-password", prompt=True, help="New password")
-@click.option("--password-confirm", prompt=True, help="Confirm new password")
+@click.command('reset-password', help='Reset the account password.')
+@click.option('--email', prompt=True, help='The email address of the account whose password you need to reset')
+@click.option('--new-password', prompt=True, help='the new password.')
+@click.option('--password-confirm', prompt=True, help='the new password confirm.')
 def reset_password(email, new_password, password_confirm):
     """
     Reset password of owner account
     Only available in SELF_HOSTED mode
     """
     if str(new_password).strip() != str(password_confirm).strip():
-        click.echo(click.style("Passwords do not match.", fg="red"))
+        click.echo(click.style('sorry. The two passwords do not match.', fg='red'))
         return
 
-    account = db.session.query(Account).filter(Account.email == email).one_or_none()
+    account = db.session.query(Account). \
+        filter(Account.email == email). \
+        one_or_none()
 
     if not account:
-        click.echo(click.style("Account not found for email: {}".format(email), fg="red"))
+        click.echo(click.style('sorry. the account: [{}] not exist .'.format(email), fg='red'))
         return
 
     try:
         valid_password(new_password)
     except:
-        click.echo(click.style("Invalid password. Must match {}".format(password_pattern), fg="red"))
+        click.echo(
+            click.style('sorry. The passwords must match {} '.format(password_pattern), fg='red'))
         return
 
     # generate password salt
@@ -62,87 +65,80 @@ def reset_password(email, new_password, password_confirm):
     account.password = base64_password_hashed
     account.password_salt = base64_salt
     db.session.commit()
-    click.echo(click.style("Password reset successfully.", fg="green"))
+    click.echo(click.style('Congratulations! Password has been reset.', fg='green'))
 
 
-@click.command("reset-email", help="Reset the account email.")
-@click.option("--email", prompt=True, help="Current account email")
-@click.option("--new-email", prompt=True, help="New email")
-@click.option("--email-confirm", prompt=True, help="Confirm new email")
+@click.command('reset-email', help='Reset the account email.')
+@click.option('--email', prompt=True, help='The old email address of the account whose email you need to reset')
+@click.option('--new-email', prompt=True, help='the new email.')
+@click.option('--email-confirm', prompt=True, help='the new email confirm.')
 def reset_email(email, new_email, email_confirm):
     """
     Replace account email
     :return:
     """
     if str(new_email).strip() != str(email_confirm).strip():
-        click.echo(click.style("New emails do not match.", fg="red"))
+        click.echo(click.style('Sorry, new email and confirm email do not match.', fg='red'))
         return
 
-    account = db.session.query(Account).filter(Account.email == email).one_or_none()
+    account = db.session.query(Account). \
+        filter(Account.email == email). \
+        one_or_none()
 
     if not account:
-        click.echo(click.style("Account not found for email: {}".format(email), fg="red"))
+        click.echo(click.style('sorry. the account: [{}] not exist .'.format(email), fg='red'))
         return
 
     try:
         email_validate(new_email)
     except:
-        click.echo(click.style("Invalid email: {}".format(new_email), fg="red"))
+        click.echo(
+            click.style('sorry. {} is not a valid email. '.format(email), fg='red'))
         return
 
     account.email = new_email
     db.session.commit()
-    click.echo(click.style("Email updated successfully.", fg="green"))
+    click.echo(click.style('Congratulations!, email has been reset.', fg='green'))
 
 
-@click.command(
-    "reset-encrypt-key-pair",
-    help="Reset the asymmetric key pair of workspace for encrypt LLM credentials. "
-    "After the reset, all LLM credentials will become invalid, "
-    "requiring re-entry."
-    "Only support SELF_HOSTED mode.",
-)
-@click.confirmation_option(
-    prompt=click.style(
-        "Are you sure you want to reset encrypt key pair? This operation cannot be rolled back!", fg="red"
-    )
-)
+@click.command('reset-encrypt-key-pair', help='Reset the asymmetric key pair of workspace for encrypt LLM credentials. '
+                                              'After the reset, all LLM credentials will become invalid, '
+                                              'requiring re-entry.'
+                                              'Only support SELF_HOSTED mode.')
+@click.confirmation_option(prompt=click.style('Are you sure you want to reset encrypt key pair?'
+                                              ' this operation cannot be rolled back!', fg='red'))
 def reset_encrypt_key_pair():
     """
     Reset the encrypted key pair of workspace for encrypt LLM credentials.
     After the reset, all LLM credentials will become invalid, requiring re-entry.
     Only support SELF_HOSTED mode.
     """
-    if dify_config.EDITION != "SELF_HOSTED":
-        click.echo(click.style("This command is only for SELF_HOSTED installations.", fg="red"))
+    if dify_config.EDITION != 'SELF_HOSTED':
+        click.echo(click.style('Sorry, only support SELF_HOSTED mode.', fg='red'))
         return
 
     tenants = db.session.query(Tenant).all()
     for tenant in tenants:
         if not tenant:
-            click.echo(click.style("No workspaces found. Run /install first.", fg="red"))
+            click.echo(click.style('Sorry, no workspace found. Please enter /install to initialize.', fg='red'))
             return
 
         tenant.encrypt_public_key = generate_key_pair(tenant.id)
 
-        db.session.query(Provider).filter(Provider.provider_type == "custom", Provider.tenant_id == tenant.id).delete()
+        db.session.query(Provider).filter(Provider.provider_type == 'custom', Provider.tenant_id == tenant.id).delete()
         db.session.query(ProviderModel).filter(ProviderModel.tenant_id == tenant.id).delete()
         db.session.commit()
 
-        click.echo(
-            click.style(
-                "Congratulations! The asymmetric key pair of workspace {} has been reset.".format(tenant.id),
-                fg="green",
-            )
-        )
+        click.echo(click.style('Congratulations! '
+                               'the asymmetric key pair of workspace {} has been reset.'.format(tenant.id), fg='green'))
 
 
-@click.command("vdb-migrate", help="Migrate vector db.")
-@click.option("--scope", default="all", prompt=False, help="The scope of vector database to migrate, Default is All.")
+@click.command('vdb-migrate', help='migrate vector db.')
+@click.option('--scope', default='all', prompt=False, help='The scope of vector database to migrate, Default is All.')
 def vdb_migrate(scope: str):
-    if scope in {"knowledge", "all"}:
+    if scope in ['knowledge', 'all']:
         migrate_knowledge_vector_database()
-    if scope in {"annotation", "all"}:
+    if scope in ['annotation', 'all']:
         migrate_annotation_vector_database()
 
 
@@ -150,7 +146,7 @@ def migrate_annotation_vector_database():
     """
     Migrate annotation datas to target vector database .
     """
-    click.echo(click.style("Starting annotation data migration.", fg="green"))
+    click.echo(click.style('Start migrate annotation data.', fg='green'))
     create_count = 0
     skipped_count = 0
     total_count = 0
@@ -158,180 +154,187 @@ def migrate_annotation_vector_database():
     while True:
         try:
             # get apps info
-            apps = (
-                db.session.query(App)
-                .filter(App.status == "normal")
-                .order_by(App.created_at.desc())
-                .paginate(page=page, per_page=50)
-            )
+            apps = db.session.query(App).filter(
+                App.status == 'normal'
+            ).order_by(App.created_at.desc()).paginate(page=page, per_page=50)
         except NotFound:
             break
 
         page += 1
         for app in apps:
             total_count = total_count + 1
-            click.echo(
-                f"Processing the {total_count} app {app.id}. " + f"{create_count} created, {skipped_count} skipped."
-            )
+            click.echo(f'Processing the {total_count} app {app.id}. '
+                       + f'{create_count} created, {skipped_count} skipped.')
             try:
-                click.echo("Creating app annotation index: {}".format(app.id))
-                app_annotation_setting = (
-                    db.session.query(AppAnnotationSetting).filter(AppAnnotationSetting.app_id == app.id).first()
-                )
+                click.echo('Create app annotation index: {}'.format(app.id))
+                app_annotation_setting = db.session.query(AppAnnotationSetting).filter(
+                    AppAnnotationSetting.app_id == app.id
+                ).first()
 
                 if not app_annotation_setting:
                     skipped_count = skipped_count + 1
-                    click.echo("App annotation setting disabled: {}".format(app.id))
+                    click.echo('App annotation setting is disabled: {}'.format(app.id))
                     continue
                 # get dataset_collection_binding info
-                dataset_collection_binding = (
-                    db.session.query(DatasetCollectionBinding)
-                    .filter(DatasetCollectionBinding.id == app_annotation_setting.collection_binding_id)
-                    .first()
-                )
+                dataset_collection_binding = db.session.query(DatasetCollectionBinding).filter(
+                    DatasetCollectionBinding.id == app_annotation_setting.collection_binding_id
+                ).first()
                 if not dataset_collection_binding:
-                    click.echo("App annotation collection binding not found: {}".format(app.id))
+                    click.echo('App annotation collection binding is not exist: {}'.format(app.id))
                     continue
                 annotations = db.session.query(MessageAnnotation).filter(MessageAnnotation.app_id == app.id).all()
                 dataset = Dataset(
                     id=app.id,
                     tenant_id=app.tenant_id,
-                    indexing_technique="high_quality",
+                    indexing_technique='high_quality',
                     embedding_model_provider=dataset_collection_binding.provider_name,
                     embedding_model=dataset_collection_binding.model_name,
-                    collection_binding_id=dataset_collection_binding.id,
+                    collection_binding_id=dataset_collection_binding.id
                 )
                 documents = []
                 if annotations:
                     for annotation in annotations:
                         document = Document(
                             page_content=annotation.question,
-                            metadata={"annotation_id": annotation.id, "app_id": app.id, "doc_id": annotation.id},
+                            metadata={
+                                "annotation_id": annotation.id,
+                                "app_id": app.id,
+                                "doc_id": annotation.id
+                            }
                         )
                         documents.append(document)
 
-                vector = Vector(dataset, attributes=["doc_id", "annotation_id", "app_id"])
-                click.echo(f"Migrating annotations for app: {app.id}.")
+                vector = Vector(dataset, attributes=['doc_id', 'annotation_id', 'app_id'])
+                click.echo(f"Start to migrate annotation, app_id: {app.id}.")
 
                 try:
                     vector.delete()
-                    click.echo(click.style(f"Deleted vector index for app {app.id}.", fg="green"))
+                    click.echo(
+                        click.style(f'Successfully delete vector index for app: {app.id}.',
+                                    fg='green'))
                 except Exception as e:
-                    click.echo(click.style(f"Failed to delete vector index for app {app.id}.", fg="red"))
+                    click.echo(
+                        click.style(f'Failed to delete vector index for app {app.id}.',
+                                    fg='red'))
                     raise e
                 if documents:
                     try:
-                        click.echo(
-                            click.style(
-                                f"Creating vector index with {len(documents)} annotations for app {app.id}.",
-                                fg="green",
-                            )
-                        )
+                        click.echo(click.style(
+                            f'Start to created vector index with {len(documents)} annotations for app {app.id}.',
+                            fg='green'))
                         vector.create(documents)
-                        click.echo(click.style(f"Created vector index for app {app.id}.", fg="green"))
+                        click.echo(
+                            click.style(f'Successfully created vector index for app {app.id}.', fg='green'))
                     except Exception as e:
-                        click.echo(click.style(f"Failed to created vector index for app {app.id}.", fg="red"))
+                        click.echo(click.style(f'Failed to created vector index for app {app.id}.', fg='red'))
                         raise e
-                click.echo(f"Successfully migrated app annotation {app.id}.")
+                click.echo(f'Successfully migrated app annotation {app.id}.')
                 create_count += 1
             except Exception as e:
                 click.echo(
-                    click.style(
-                        "Error creating app annotation index: {} {}".format(e.__class__.__name__, str(e)), fg="red"
-                    )
-                )
+                    click.style('Create app annotation index error: {} {}'.format(e.__class__.__name__, str(e)),
+                                fg='red'))
                 continue
 
     click.echo(
-        click.style(
-            f"Migration complete. Created {create_count} app annotation indexes. Skipped {skipped_count} apps.",
-            fg="green",
-        )
-    )
+        click.style(f'Congratulations! Create {create_count} app annotation indexes, and skipped {skipped_count} apps.',
+                    fg='green'))
 
 
 def migrate_knowledge_vector_database():
     """
     Migrate vector database datas to target vector database .
     """
-    click.echo(click.style("Starting vector database migration.", fg="green"))
+    click.echo(click.style('Start migrate vector db.', fg='green'))
     create_count = 0
     skipped_count = 0
     total_count = 0
-    vector_type = dify_config.VECTOR_STORE
+    config = current_app.config
+    vector_type = config.get('VECTOR_STORE')
     page = 1
     while True:
         try:
-            datasets = (
-                db.session.query(Dataset)
-                .filter(Dataset.indexing_technique == "high_quality")
-                .order_by(Dataset.created_at.desc())
-                .paginate(page=page, per_page=50)
-            )
+            datasets = db.session.query(Dataset).filter(Dataset.indexing_technique == 'high_quality') \
+                .order_by(Dataset.created_at.desc()).paginate(page=page, per_page=50)
         except NotFound:
             break
 
         page += 1
         for dataset in datasets:
             total_count = total_count + 1
-            click.echo(
-                f"Processing the {total_count} dataset {dataset.id}. {create_count} created, {skipped_count} skipped."
-            )
+            click.echo(f'Processing the {total_count} dataset {dataset.id}. '
+                       + f'{create_count} created, {skipped_count} skipped.')
             try:
-                click.echo("Creating dataset vector database index: {}".format(dataset.id))
+                click.echo('Create dataset vdb index: {}'.format(dataset.id))
                 if dataset.index_struct_dict:
-                    if dataset.index_struct_dict["type"] == vector_type:
+                    if dataset.index_struct_dict['type'] == vector_type:
                         skipped_count = skipped_count + 1
                         continue
-                collection_name = ""
+                collection_name = ''
                 if vector_type == VectorType.WEAVIATE:
                     dataset_id = dataset.id
                     collection_name = Dataset.gen_collection_name_by_id(dataset_id)
-                    index_struct_dict = {"type": VectorType.WEAVIATE, "vector_store": {"class_prefix": collection_name}}
+                    index_struct_dict = {
+                        "type": VectorType.WEAVIATE,
+                        "vector_store": {"class_prefix": collection_name}
+                    }
                     dataset.index_struct = json.dumps(index_struct_dict)
                 elif vector_type == VectorType.QDRANT:
                     if dataset.collection_binding_id:
-                        dataset_collection_binding = (
-                            db.session.query(DatasetCollectionBinding)
-                            .filter(DatasetCollectionBinding.id == dataset.collection_binding_id)
-                            .one_or_none()
-                        )
+                        dataset_collection_binding = db.session.query(DatasetCollectionBinding). \
+                            filter(DatasetCollectionBinding.id == dataset.collection_binding_id). \
+                            one_or_none()
                         if dataset_collection_binding:
                             collection_name = dataset_collection_binding.collection_name
                         else:
-                            raise ValueError("Dataset Collection Binding not found")
+                            raise ValueError('Dataset Collection Bindings is not exist!')
                     else:
                         dataset_id = dataset.id
                         collection_name = Dataset.gen_collection_name_by_id(dataset_id)
-                    index_struct_dict = {"type": VectorType.QDRANT, "vector_store": {"class_prefix": collection_name}}
+                    index_struct_dict = {
+                        "type": VectorType.QDRANT,
+                        "vector_store": {"class_prefix": collection_name}
+                    }
                     dataset.index_struct = json.dumps(index_struct_dict)
 
                 elif vector_type == VectorType.MILVUS:
                     dataset_id = dataset.id
                     collection_name = Dataset.gen_collection_name_by_id(dataset_id)
-                    index_struct_dict = {"type": VectorType.MILVUS, "vector_store": {"class_prefix": collection_name}}
+                    index_struct_dict = {
+                        "type": VectorType.MILVUS,
+                        "vector_store": {"class_prefix": collection_name}
+                    }
                     dataset.index_struct = json.dumps(index_struct_dict)
                 elif vector_type == VectorType.RELYT:
                     dataset_id = dataset.id
                     collection_name = Dataset.gen_collection_name_by_id(dataset_id)
-                    index_struct_dict = {"type": "relyt", "vector_store": {"class_prefix": collection_name}}
+                    index_struct_dict = {
+                        "type": 'relyt',
+                        "vector_store": {"class_prefix": collection_name}
+                    }
                     dataset.index_struct = json.dumps(index_struct_dict)
                 elif vector_type == VectorType.TENCENT:
                     dataset_id = dataset.id
                     collection_name = Dataset.gen_collection_name_by_id(dataset_id)
-                    index_struct_dict = {"type": VectorType.TENCENT, "vector_store": {"class_prefix": collection_name}}
+                    index_struct_dict = {
+                        "type": VectorType.TENCENT,
+                        "vector_store": {"class_prefix": collection_name}
+                    }
                     dataset.index_struct = json.dumps(index_struct_dict)
                 elif vector_type == VectorType.PGVECTOR:
                     dataset_id = dataset.id
                     collection_name = Dataset.gen_collection_name_by_id(dataset_id)
-                    index_struct_dict = {"type": VectorType.PGVECTOR, "vector_store": {"class_prefix": collection_name}}
+                    index_struct_dict = {
+                        "type": VectorType.PGVECTOR,
+                        "vector_store": {"class_prefix": collection_name}
+                    }
                     dataset.index_struct = json.dumps(index_struct_dict)
                 elif vector_type == VectorType.OPENSEARCH:
                     dataset_id = dataset.id
                     collection_name = Dataset.gen_collection_name_by_id(dataset_id)
                     index_struct_dict = {
                         "type": VectorType.OPENSEARCH,
-                        "vector_store": {"class_prefix": collection_name},
+                        "vector_store": {"class_prefix": collection_name}
                     }
                     dataset.index_struct = json.dumps(index_struct_dict)
                 elif vector_type == VectorType.ANALYTICDB:
@@ -339,56 +342,41 @@ def migrate_knowledge_vector_database():
                     collection_name = Dataset.gen_collection_name_by_id(dataset_id)
                     index_struct_dict = {
                         "type": VectorType.ANALYTICDB,
-                        "vector_store": {"class_prefix": collection_name},
+                        "vector_store": {"class_prefix": collection_name}
                     }
                     dataset.index_struct = json.dumps(index_struct_dict)
-                elif vector_type == VectorType.ELASTICSEARCH:
-                    dataset_id = dataset.id
-                    index_name = Dataset.gen_collection_name_by_id(dataset_id)
-                    index_struct_dict = {"type": "elasticsearch", "vector_store": {"class_prefix": index_name}}
-                    dataset.index_struct = json.dumps(index_struct_dict)
                 else:
                     raise ValueError(f"Vector store {vector_type} is not supported.")
 
                 vector = Vector(dataset)
-                click.echo(f"Migrating dataset {dataset.id}.")
+                click.echo(f"Start to migrate dataset {dataset.id}.")
 
                 try:
                     vector.delete()
                     click.echo(
-                        click.style(f"Deleted vector index {collection_name} for dataset {dataset.id}.", fg="green")
-                    )
+                        click.style(f'Successfully delete vector index {collection_name} for dataset {dataset.id}.',
+                                    fg='green'))
                 except Exception as e:
                     click.echo(
-                        click.style(
-                            f"Failed to delete vector index {collection_name} for dataset {dataset.id}.", fg="red"
-                        )
-                    )
+                        click.style(f'Failed to delete vector index {collection_name} for dataset {dataset.id}.',
+                                    fg='red'))
                     raise e
 
-                dataset_documents = (
-                    db.session.query(DatasetDocument)
-                    .filter(
-                        DatasetDocument.dataset_id == dataset.id,
-                        DatasetDocument.indexing_status == "completed",
-                        DatasetDocument.enabled == True,
-                        DatasetDocument.archived == False,
-                    )
-                    .all()
-                )
+                dataset_documents = db.session.query(DatasetDocument).filter(
+                    DatasetDocument.dataset_id == dataset.id,
+                    DatasetDocument.indexing_status == 'completed',
+                    DatasetDocument.enabled == True,
+                    DatasetDocument.archived == False,
+                ).all()
 
                 documents = []
                 segments_count = 0
                 for dataset_document in dataset_documents:
-                    segments = (
-                        db.session.query(DocumentSegment)
-                        .filter(
-                            DocumentSegment.document_id == dataset_document.id,
-                            DocumentSegment.status == "completed",
-                            DocumentSegment.enabled == True,
-                        )
-                        .all()
-                    )
+                    segments = db.session.query(DocumentSegment).filter(
+                        DocumentSegment.document_id == dataset_document.id,
+                        DocumentSegment.status == 'completed',
+                        DocumentSegment.enabled == True
+                    ).all()
 
                     for segment in segments:
                         document = Document(
@@ -398,7 +386,7 @@ def migrate_knowledge_vector_database():
                                 "doc_hash": segment.index_node_hash,
                                 "document_id": segment.document_id,
                                 "dataset_id": segment.dataset_id,
-                            },
+                            }
                         )
 
                         documents.append(document)
@@ -406,42 +394,37 @@ def migrate_knowledge_vector_database():
 
                 if documents:
                     try:
-                        click.echo(
-                            click.style(
-                                f"Creating vector index with {len(documents)} documents of {segments_count}"
-                                f" segments for dataset {dataset.id}.",
-                                fg="green",
-                            )
-                        )
+                        click.echo(click.style(
+                            f'Start to created vector index with {len(documents)} documents of {segments_count} segments for dataset {dataset.id}.',
+                            fg='green'))
                         vector.create(documents)
-                        click.echo(click.style(f"Created vector index for dataset {dataset.id}.", fg="green"))
+                        click.echo(
+                            click.style(f'Successfully created vector index for dataset {dataset.id}.', fg='green'))
                     except Exception as e:
-                        click.echo(click.style(f"Failed to created vector index for dataset {dataset.id}.", fg="red"))
+                        click.echo(click.style(f'Failed to created vector index for dataset {dataset.id}.', fg='red'))
                         raise e
                 db.session.add(dataset)
                 db.session.commit()
-                click.echo(f"Successfully migrated dataset {dataset.id}.")
+                click.echo(f'Successfully migrated dataset {dataset.id}.')
                 create_count += 1
             except Exception as e:
                 db.session.rollback()
                 click.echo(
-                    click.style("Error creating dataset index: {} {}".format(e.__class__.__name__, str(e)), fg="red")
-                )
+                    click.style('Create dataset index error: {} {}'.format(e.__class__.__name__, str(e)),
+                                fg='red'))
                 continue
 
     click.echo(
-        click.style(
-            f"Migration complete. Created {create_count} dataset indexes. Skipped {skipped_count} datasets.", fg="green"
-        )
-    )
+        click.style(f'Congratulations! Create {create_count} dataset indexes, and skipped {skipped_count} datasets.',
+                    fg='green'))
 
 
-@click.command("convert-to-agent-apps", help="Convert Agent Assistant to Agent App.")
+@click.command('convert-to-agent-apps', help='Convert Agent Assistant to Agent App.')
 def convert_to_agent_apps():
     """
     Convert Agent Assistant to Agent App.
     """
-    click.echo(click.style("Starting convert to agent apps.", fg="green"))
+    click.echo(click.style('Start convert to agent apps.', fg='green'))
 
     proceeded_app_ids = []
 
@@ -476,7 +459,7 @@ def convert_to_agent_apps():
                 break
 
         for app in apps:
-            click.echo("Converting app: {}".format(app.id))
+            click.echo('Converting app: {}'.format(app.id))
 
             try:
                 app.mode = AppMode.AGENT_CHAT.value
@@ -488,140 +471,136 @@ def convert_to_agent_apps():
                 )
 
                 db.session.commit()
-                click.echo(click.style("Converted app: {}".format(app.id), fg="green"))
+                click.echo(click.style('Converted app: {}'.format(app.id), fg='green'))
             except Exception as e:
-                click.echo(click.style("Convert app error: {} {}".format(e.__class__.__name__, str(e)), fg="red"))
+                click.echo(
+                    click.style('Convert app error: {} {}'.format(e.__class__.__name__,
+                                                                  str(e)), fg='red'))
 
-    click.echo(click.style("Conversion complete. Converted {} agent apps.".format(len(proceeded_app_ids)), fg="green"))
+    click.echo(click.style('Congratulations! Converted {} agent apps.'.format(len(proceeded_app_ids)), fg='green'))
 
 
-@click.command("add-qdrant-doc-id-index", help="Add Qdrant doc_id index.")
-@click.option("--field", default="metadata.doc_id", prompt=False, help="Index field , default is metadata.doc_id.")
+@click.command('add-qdrant-doc-id-index', help='add qdrant doc_id index.')
+@click.option('--field', default='metadata.doc_id', prompt=False, help='index field , default is metadata.doc_id.')
 def add_qdrant_doc_id_index(field: str):
-    click.echo(click.style("Starting Qdrant doc_id index creation.", fg="green"))
-    vector_type = dify_config.VECTOR_STORE
+    click.echo(click.style('Start add qdrant doc_id index.', fg='green'))
+    config = current_app.config
+    vector_type = config.get('VECTOR_STORE')
     if vector_type != "qdrant":
-        click.echo(click.style("This command only supports Qdrant vector store.", fg="red"))
+        click.echo(click.style('Sorry, only support qdrant vector store.', fg='red'))
         return
     create_count = 0
 
     try:
         bindings = db.session.query(DatasetCollectionBinding).all()
         if not bindings:
-            click.echo(click.style("No dataset collection bindings found.", fg="red"))
+            click.echo(click.style('Sorry, no dataset collection bindings found.', fg='red'))
             return
         import qdrant_client
         from qdrant_client.http.exceptions import UnexpectedResponse
         from qdrant_client.http.models import PayloadSchemaType
 
         from core.rag.datasource.vdb.qdrant.qdrant_vector import QdrantConfig
-
         for binding in bindings:
-            if dify_config.QDRANT_URL is None:
-                raise ValueError("Qdrant URL is required.")
             qdrant_config = QdrantConfig(
-                endpoint=dify_config.QDRANT_URL,
-                api_key=dify_config.QDRANT_API_KEY,
+                endpoint=config.get('QDRANT_URL'),
+                api_key=config.get('QDRANT_API_KEY'),
                 root_path=current_app.root_path,
-                timeout=dify_config.QDRANT_CLIENT_TIMEOUT,
-                grpc_port=dify_config.QDRANT_GRPC_PORT,
-                prefer_grpc=dify_config.QDRANT_GRPC_ENABLED,
+                timeout=config.get('QDRANT_CLIENT_TIMEOUT'),
+                grpc_port=config.get('QDRANT_GRPC_PORT'),
+                prefer_grpc=config.get('QDRANT_GRPC_ENABLED')
             )
             try:
                 client = qdrant_client.QdrantClient(**qdrant_config.to_qdrant_params())
                 # create payload index
-                client.create_payload_index(binding.collection_name, field, field_schema=PayloadSchemaType.KEYWORD)
+                client.create_payload_index(binding.collection_name, field,
+                                            field_schema=PayloadSchemaType.KEYWORD)
                 create_count += 1
             except UnexpectedResponse as e:
                 # Collection does not exist, so return
                 if e.status_code == 404:
-                    click.echo(click.style(f"Collection not found: {binding.collection_name}.", fg="red"))
+                    click.echo(click.style(f'Collection not found, collection_name:{binding.collection_name}.', fg='red'))
                     continue
                 # Some other error occurred, so re-raise the exception
                 else:
-                    click.echo(
-                        click.style(
-                            f"Failed to create Qdrant index for collection: {binding.collection_name}.", fg="red"
-                        )
-                    )
+                    click.echo(click.style(f'Failed to create qdrant index, collection_name:{binding.collection_name}.', fg='red'))
 
     except Exception as e:
-        click.echo(click.style("Failed to create Qdrant client.", fg="red"))
+        click.echo(click.style('Failed to create qdrant client.', fg='red'))
 
-    click.echo(click.style(f"Index creation complete. Created {create_count} collection indexes.", fg="green"))
+    click.echo(
+        click.style(f'Congratulations! Create {create_count} collection indexes.',
+                    fg='green'))
 
 
-@click.command("create-tenant", help="Create account and tenant.")
-@click.option("--email", prompt=True, help="Tenant account email.")
-@click.option("--name", prompt=True, help="Workspace name.")
-@click.option("--language", prompt=True, help="Account language, default: en-US.")
-def create_tenant(email: str, language: Optional[str] = None, name: Optional[str] = None):
+@click.command('create-tenant', help='Create account and tenant.')
+@click.option('--email', prompt=True, help='The email address of the tenant account.')
+@click.option('--language', prompt=True, help='Account language, default: en-US.')
+def create_tenant(email: str, language: Optional[str] = None):
     """
     Create tenant account
     """
     if not email:
-        click.echo(click.style("Email is required.", fg="red"))
+        click.echo(click.style('Sorry, email is required.', fg='red'))
         return
 
     # Create account
     email = email.strip()
 
-    if "@" not in email:
-        click.echo(click.style("Invalid email address.", fg="red"))
+    if '@' not in email:
+        click.echo(click.style('Sorry, invalid email address.', fg='red'))
         return
 
-    account_name = email.split("@")[0]
+    account_name = email.split('@')[0]
 
     if language not in languages:
-        language = "en-US"
-
-    name = name.strip()
+        language = 'en-US'
 
     # generate random password
     new_password = secrets.token_urlsafe(16)
 
     # register account
-    account = RegisterService.register(email=email, name=account_name, password=new_password, language=language)
-
-    TenantService.create_owner_tenant_if_not_exist(account, name)
-
-    click.echo(
-        click.style(
-            "Account and tenant created.\nAccount: {}\nPassword: {}".format(email, new_password),
-            fg="green",
-        )
+    account = RegisterService.register(
+        email=email,
+        name=account_name,
+        password=new_password,
+        language=language
     )
 
+    TenantService.create_owner_tenant_if_not_exist(account)
 
-@click.command("upgrade-db", help="Upgrade the database")
+    click.echo(click.style('Congratulations! Account and tenant created.\n'
+                           'Account: {}\nPassword: {}'.format(email, new_password), fg='green'))
+
+
+@click.command('upgrade-db', help='upgrade the database')
 def upgrade_db():
-    click.echo("Preparing database migration...")
-    lock = redis_client.lock(name="db_upgrade_lock", timeout=60)
+    click.echo('Preparing database migration...')
+    lock = redis_client.lock(name='db_upgrade_lock', timeout=60)
     if lock.acquire(blocking=False):
         try:
-            click.echo(click.style("Starting database migration.", fg="green"))
+            click.echo(click.style('Start database migration.', fg='green'))
 
             # run db migration
             import flask_migrate
-
             flask_migrate.upgrade()
 
-            click.echo(click.style("Database migration successful!", fg="green"))
+            click.echo(click.style('Database migration successful!', fg='green'))
 
         except Exception as e:
-            logging.exception(f"Database migration failed: {e}")
+            logging.exception(f'Database migration failed, error: {e}')
         finally:
             lock.release()
     else:
-        click.echo("Database migration skipped")
+        click.echo('Database migration skipped')
 
 
-@click.command("fix-app-site-missing", help="Fix app related site missing issue.")
+@click.command('fix-app-site-missing', help='Fix app related site missing issue.')
 def fix_app_site_missing():
     """
     Fix app related site missing issue.
     """
-    click.echo(click.style("Starting fix for missing app-related sites.", fg="green"))
+    click.echo(click.style('Start fix app related site missing issue.', fg='green'))
 
     failed_app_ids = []
     while True:
@@ -644,22 +623,23 @@ where sites.id is null limit 1000"""
                     if tenant:
                         accounts = tenant.get_accounts()
                         if not accounts:
-                            print("Fix failed for app {}".format(app.id))
+                            print("Fix app {} failed.".format(app.id))
                             continue
 
                         account = accounts[0]
-                        print("Fixing missing site for app {}".format(app.id))
+                        print("Fix app {} related site missing issue.".format(app.id))
                         app_was_created.send(app, account=account)
                 except Exception as e:
                     failed_app_ids.append(app_id)
-                    click.echo(click.style("Failed to fix missing site for app {}".format(app_id), fg="red"))
-                    logging.exception(f"Fix app related site missing issue failed, error: {e}")
+                    click.echo(click.style('Fix app {} related site missing issue failed!'.format(app_id), fg='red'))
+                    logging.exception(f'Fix app related site missing issue failed, error: {e}')
                     continue
 
             if not processed_count:
                 break
 
-    click.echo(click.style("Fix for missing app-related sites completed successfully!", fg="green"))
+
+    click.echo(click.style('Congratulations! Fix app related site missing issue successful!', fg='green'))
 
 
 def register_commands(app):

api/configs/__init__.py

@@ -1,3 +1,3 @@
 from .app_config import DifyConfig
 
-dify_config = DifyConfig()
+dify_config = DifyConfig()

api/configs/app_config.py

@@ -1,3 +1,4 @@
+from pydantic import Field, computed_field
 from pydantic_settings import SettingsConfigDict
 
 from configs.deploy import DeploymentConfig
@@ -11,28 +12,56 @@ from configs.packaging import PackagingInfo
 class DifyConfig(
     # Packaging info
     PackagingInfo,
+
     # Deployment configs
     DeploymentConfig,
+
     # Feature configs
     FeatureConfig,
+
     # Middleware configs
     MiddlewareConfig,
+
     # Extra service configs
     ExtraServiceConfig,
+
     # Enterprise feature configs
     # **Before using, please contact business@dify.ai by email to inquire about licensing matters.**
     EnterpriseFeatureConfig,
 ):
+    DEBUG: bool = Field(default=False, description='whether to enable debug mode.')
+
     model_config = SettingsConfigDict(
         # read from dotenv format config file
-        env_file=".env",
-        env_file_encoding="utf-8",
+        env_file='.env',
+        env_file_encoding='utf-8',
         frozen=True,
+
         # ignore extra attributes
-        extra="ignore",
+        extra='ignore',
     )
 
-    # Before adding any config,
-    # please consider to arrange it in the proper config group of existed or added
-    # for better readability and maintainability.
-    # Thanks for your concentration and consideration.
+    CODE_MAX_NUMBER: int = 9223372036854775807
+    CODE_MIN_NUMBER: int = -9223372036854775808
+    CODE_MAX_STRING_LENGTH: int = 80000
+    CODE_MAX_STRING_ARRAY_LENGTH: int = 30
+    CODE_MAX_OBJECT_ARRAY_LENGTH: int = 30
+    CODE_MAX_NUMBER_ARRAY_LENGTH: int = 1000
+
+    HTTP_REQUEST_MAX_CONNECT_TIMEOUT: int = 300
+    HTTP_REQUEST_MAX_READ_TIMEOUT: int = 600
+    HTTP_REQUEST_MAX_WRITE_TIMEOUT: int = 600
+    HTTP_REQUEST_NODE_MAX_BINARY_SIZE: int = 1024 * 1024 * 10
+
+    @computed_field
+    def HTTP_REQUEST_NODE_READABLE_MAX_BINARY_SIZE(self) -> str:
+        return f'{self.HTTP_REQUEST_NODE_MAX_BINARY_SIZE / 1024 / 1024:.2f}MB'
+
+    HTTP_REQUEST_NODE_MAX_TEXT_SIZE: int = 1024 * 1024
+
+    @computed_field
+    def HTTP_REQUEST_NODE_READABLE_MAX_TEXT_SIZE(self) -> str:
+        return f'{self.HTTP_REQUEST_NODE_MAX_TEXT_SIZE / 1024 / 1024:.2f}MB'
+
+    SSRF_PROXY_HTTP_URL: str | None = None
+    SSRF_PROXY_HTTPS_URL: str | None = None

api/configs/deploy/__init__.py

@@ -4,30 +4,24 @@ from pydantic_settings import BaseSettings
 
 class DeploymentConfig(BaseSettings):
     """
-    Configuration settings for application deployment
+    Deployment configs
     """
-
     APPLICATION_NAME: str = Field(
-        description="Name of the application, used for identification and logging purposes",
-        default="langgenius/dify",
-    )
-
-    DEBUG: bool = Field(
-        description="Enable debug mode for additional logging and development features",
-        default=False,
+        description='application name',
+        default='langgenius/dify',
     )
 
     TESTING: bool = Field(
-        description="Enable testing mode for running automated tests",
+        description='',
         default=False,
     )
 
     EDITION: str = Field(
-        description="Deployment edition of the application (e.g., 'SELF_HOSTED', 'CLOUD')",
-        default="SELF_HOSTED",
+        description='deployment edition',
+        default='SELF_HOSTED',
     )
 
     DEPLOY_ENV: str = Field(
-        description="Deployment environment (e.g., 'PRODUCTION', 'DEVELOPMENT'), default to PRODUCTION",
-        default="PRODUCTION",
+        description='deployment environment, default to PRODUCTION.',
+        default='PRODUCTION',
     )

api/configs/enterprise/__init__.py

@@ -4,17 +4,16 @@ from pydantic_settings import BaseSettings
 
 class EnterpriseFeatureConfig(BaseSettings):
     """
-    Configuration for enterprise-level features.
+    Enterprise feature configs.
     **Before using, please contact business@dify.ai by email to inquire about licensing matters.**
     """
-
     ENTERPRISE_ENABLED: bool = Field(
-        description="Enable or disable enterprise-level features."
-        "Before using, please contact business@dify.ai by email to inquire about licensing matters.",
+        description='whether to enable enterprise features.'
+                    'Before using, please contact business@dify.ai by email to inquire about licensing matters.',
         default=False,
     )
 
     CAN_REPLACE_LOGO: bool = Field(
-        description="Allow customization of the enterprise logo.",
+        description='whether to allow replacing enterprise logo.',
         default=False,
     )

api/configs/extra/notion_config.py

@@ -6,31 +6,29 @@ from pydantic_settings import BaseSettings
 
 class NotionConfig(BaseSettings):
     """
-    Configuration settings for Notion integration
+    Notion integration configs
     """
-
     NOTION_CLIENT_ID: Optional[str] = Field(
-        description="Client ID for Notion API authentication. Required for OAuth 2.0 flow.",
+        description='Notion client ID',
         default=None,
     )
 
     NOTION_CLIENT_SECRET: Optional[str] = Field(
-        description="Client secret for Notion API authentication. Required for OAuth 2.0 flow.",
+        description='Notion client secret key',
         default=None,
     )
 
     NOTION_INTEGRATION_TYPE: Optional[str] = Field(
-        description="Type of Notion integration."
-        " Set to 'internal' for internal integrations, or None for public integrations.",
+        description='Notion integration type, default to None, available values: internal.',
         default=None,
     )
 
     NOTION_INTERNAL_SECRET: Optional[str] = Field(
-        description="Secret key for internal Notion integrations. Required when NOTION_INTEGRATION_TYPE is 'internal'.",
+        description='Notion internal secret key',
         default=None,
     )
 
     NOTION_INTEGRATION_TOKEN: Optional[str] = Field(
-        description="Integration token for Notion API access. Used for direct API calls without OAuth flow.",
+        description='Notion integration token',
         default=None,
     )

api/configs/extra/sentry_config.py

@@ -6,23 +6,19 @@ from pydantic_settings import BaseSettings
 
 class SentryConfig(BaseSettings):
     """
-    Configuration settings for Sentry error tracking and performance monitoring
+    Sentry configs
     """
-
     SENTRY_DSN: Optional[str] = Field(
-        description="Sentry Data Source Name (DSN)."
-        " This is the unique identifier of your Sentry project, used to send events to the correct project.",
+        description='Sentry DSN',
         default=None,
     )
 
     SENTRY_TRACES_SAMPLE_RATE: NonNegativeFloat = Field(
-        description="Sample rate for Sentry performance monitoring traces."
-        " Value between 0.0 and 1.0, where 1.0 means 100% of traces are sent to Sentry.",
+        description='Sentry trace sample rate',
         default=1.0,
     )
 
     SENTRY_PROFILES_SAMPLE_RATE: NonNegativeFloat = Field(
-        description="Sample rate for Sentry profiling."
-        " Value between 0.0 and 1.0, where 1.0 means 100% of profiles are sent to Sentry.",
+        description='Sentry profiles sample rate',
         default=1.0,
     )

api/configs/feature/__init__.py

@@ -1,6 +1,6 @@
-from typing import Annotated, Optional
+from typing import Optional
 
-from pydantic import AliasChoices, Field, HttpUrl, NegativeInt, NonNegativeInt, PositiveInt, computed_field
+from pydantic import AliasChoices, Field, NonNegativeInt, PositiveInt, computed_field
 from pydantic_settings import BaseSettings
 
 from configs.feature.hosted_service import HostedServiceConfig
@@ -8,602 +8,433 @@ from configs.feature.hosted_service import HostedServiceConfig
 
 class SecurityConfig(BaseSettings):
     """
-    Security-related configurations for the application
+    Secret Key configs
     """
-
     SECRET_KEY: Optional[str] = Field(
-        description="Secret key for secure session cookie signing."
-        "Make sure you are changing this key for your deployment with a strong key."
-        "Generate a strong key using `openssl rand -base64 42` or set via the `SECRET_KEY` environment variable.",
+        description='Your App secret key will be used for securely signing the session cookie'
+                    'Make sure you are changing this key for your deployment with a strong key.'
+                    'You can generate a strong key using `openssl rand -base64 42`.'
+                    'Alternatively you can set it with `SECRET_KEY` environment variable.',
         default=None,
     )
 
     RESET_PASSWORD_TOKEN_EXPIRY_HOURS: PositiveInt = Field(
-        description="Duration in hours for which a password reset token remains valid",
+        description='Expiry time in hours for reset token',
         default=24,
     )
 
-
 class AppExecutionConfig(BaseSettings):
     """
-    Configuration parameters for application execution
+    App Execution configs
     """
-
     APP_MAX_EXECUTION_TIME: PositiveInt = Field(
-        description="Maximum allowed execution time for the application in seconds",
+        description='execution timeout in seconds for app execution',
         default=1200,
     )
     APP_MAX_ACTIVE_REQUESTS: NonNegativeInt = Field(
-        description="Maximum number of concurrent active requests per app (0 for unlimited)",
+        description='max active request per app, 0 means unlimited',
         default=0,
     )
 
 
 class CodeExecutionSandboxConfig(BaseSettings):
     """
-    Configuration for the code execution sandbox environment
+    Code Execution Sandbox configs
     """
-
-    CODE_EXECUTION_ENDPOINT: HttpUrl = Field(
-        description="URL endpoint for the code execution service",
-        default="http://sandbox:8194",
+    CODE_EXECUTION_ENDPOINT: str = Field(
+        description='endpoint URL of code execution servcie',
+        default='http://sandbox:8194',
     )
 
     CODE_EXECUTION_API_KEY: str = Field(
-        description="API key for accessing the code execution service",
-        default="dify-sandbox",
-    )
-
-    CODE_EXECUTION_CONNECT_TIMEOUT: Optional[float] = Field(
-        description="Connection timeout in seconds for code execution requests",
-        default=10.0,
-    )
-
-    CODE_EXECUTION_READ_TIMEOUT: Optional[float] = Field(
-        description="Read timeout in seconds for code execution requests",
-        default=60.0,
-    )
-
-    CODE_EXECUTION_WRITE_TIMEOUT: Optional[float] = Field(
-        description="Write timeout in seconds for code execution request",
-        default=10.0,
-    )
-
-    CODE_MAX_NUMBER: PositiveInt = Field(
-        description="Maximum allowed numeric value in code execution",
-        default=9223372036854775807,
-    )
-
-    CODE_MIN_NUMBER: NegativeInt = Field(
-        description="Minimum allowed numeric value in code execution",
-        default=-9223372036854775807,
-    )
-
-    CODE_MAX_DEPTH: PositiveInt = Field(
-        description="Maximum allowed depth for nested structures in code execution",
-        default=5,
-    )
-
-    CODE_MAX_PRECISION: PositiveInt = Field(
-        description="mMaximum number of decimal places for floating-point numbers in code execution",
-        default=20,
-    )
-
-    CODE_MAX_STRING_LENGTH: PositiveInt = Field(
-        description="Maximum allowed length for strings in code execution",
-        default=80000,
-    )
-
-    CODE_MAX_STRING_ARRAY_LENGTH: PositiveInt = Field(
-        description="Maximum allowed length for string arrays in code execution",
-        default=30,
-    )
-
-    CODE_MAX_OBJECT_ARRAY_LENGTH: PositiveInt = Field(
-        description="Maximum allowed length for object arrays in code execution",
-        default=30,
-    )
-
-    CODE_MAX_NUMBER_ARRAY_LENGTH: PositiveInt = Field(
-        description="Maximum allowed length for numeric arrays in code execution",
-        default=1000,
+        description='API key for code execution service',
+        default='dify-sandbox',
     )
 
 
 class EndpointConfig(BaseSettings):
     """
-    Configuration for various application endpoints and URLs
+    Module URL configs
     """
-
     CONSOLE_API_URL: str = Field(
-        description="Base URL for the console API,"
-        "used for login authentication callback or notion integration callbacks",
-        default="",
+        description='The backend URL prefix of the console API.'
+                    'used to concatenate the login authorization callback or notion integration callback.',
+        default='',
     )
 
     CONSOLE_WEB_URL: str = Field(
-        description="Base URL for the console web interface," "used for frontend references and CORS configuration",
-        default="",
+        description='The front-end URL prefix of the console web.'
+                    'used to concatenate some front-end addresses and for CORS configuration use.',
+        default='',
     )
 
     SERVICE_API_URL: str = Field(
-        description="Base URL for the service API, displayed to users for API access",
-        default="",
+        description='Service API Url prefix.'
+                    'used to display Service API Base Url to the front-end.',
+        default='',
     )
 
     APP_WEB_URL: str = Field(
-        description="Base URL for the web application, used for frontend references",
-        default="",
+        description='WebApp Url prefix.'
+                    'used to display WebAPP API Base Url to the front-end.',
+        default='',
     )
 
 
 class FileAccessConfig(BaseSettings):
     """
-    Configuration for file access and handling
+    File Access configs
     """
-
     FILES_URL: str = Field(
-        description="Base URL for file preview or download,"
-        " used for frontend display and multi-model inputs"
-        "Url is signed and has expiration time.",
-        validation_alias=AliasChoices("FILES_URL", "CONSOLE_API_URL"),
+        description='File preview or download Url prefix.'
+                    ' used to display File preview or download Url to the front-end or as Multi-model inputs;'
+                    'Url is signed and has expiration time.',
+        validation_alias=AliasChoices('FILES_URL', 'CONSOLE_API_URL'),
         alias_priority=1,
-        default="",
+        default='',
     )
 
     FILES_ACCESS_TIMEOUT: int = Field(
-        description="Expiration time in seconds for file access URLs",
+        description='timeout in seconds for file accessing',
         default=300,
     )
 
 
 class FileUploadConfig(BaseSettings):
     """
-    Configuration for file upload limitations
+    File Uploading configs
     """
-
     UPLOAD_FILE_SIZE_LIMIT: NonNegativeInt = Field(
-        description="Maximum allowed file size for uploads in megabytes",
+        description='size limit in Megabytes for uploading files',
         default=15,
     )
 
     UPLOAD_FILE_BATCH_LIMIT: NonNegativeInt = Field(
-        description="Maximum number of files allowed in a single upload batch",
+        description='batch size limit for uploading files',
         default=5,
     )
 
     UPLOAD_IMAGE_FILE_SIZE_LIMIT: NonNegativeInt = Field(
-        description="Maximum allowed image file size for uploads in megabytes",
+        description='image file size limit in Megabytes for uploading files',
         default=10,
     )
 
     BATCH_UPLOAD_LIMIT: NonNegativeInt = Field(
-        description="Maximum number of files allowed in a batch upload operation",
+        description='',  # todo: to be clarified
         default=20,
     )
 
 
 class HttpConfig(BaseSettings):
     """
-    HTTP-related configurations for the application
+    HTTP configs
     """
-
     API_COMPRESSION_ENABLED: bool = Field(
-        description="Enable or disable gzip compression for HTTP responses",
+        description='whether to enable HTTP response compression of gzip',
         default=False,
     )
 
     inner_CONSOLE_CORS_ALLOW_ORIGINS: str = Field(
-        description="Comma-separated list of allowed origins for CORS in the console",
-        validation_alias=AliasChoices("CONSOLE_CORS_ALLOW_ORIGINS", "CONSOLE_WEB_URL"),
-        default="",
+        description='',
+        validation_alias=AliasChoices('CONSOLE_CORS_ALLOW_ORIGINS', 'CONSOLE_WEB_URL'),
+        default='',
     )
 
     @computed_field
     @property
     def CONSOLE_CORS_ALLOW_ORIGINS(self) -> list[str]:
-        return self.inner_CONSOLE_CORS_ALLOW_ORIGINS.split(",")
+        return self.inner_CONSOLE_CORS_ALLOW_ORIGINS.split(',')
 
     inner_WEB_API_CORS_ALLOW_ORIGINS: str = Field(
-        description="",
-        validation_alias=AliasChoices("WEB_API_CORS_ALLOW_ORIGINS"),
-        default="*",
+        description='',
+        validation_alias=AliasChoices('WEB_API_CORS_ALLOW_ORIGINS'),
+        default='*',
     )
 
     @computed_field
     @property
     def WEB_API_CORS_ALLOW_ORIGINS(self) -> list[str]:
-        return self.inner_WEB_API_CORS_ALLOW_ORIGINS.split(",")
-
-    HTTP_REQUEST_MAX_CONNECT_TIMEOUT: Annotated[
-        PositiveInt, Field(ge=10, description="Maximum connection timeout in seconds for HTTP requests")
-    ] = 10
-
-    HTTP_REQUEST_MAX_READ_TIMEOUT: Annotated[
-        PositiveInt, Field(ge=60, description="Maximum read timeout in seconds for HTTP requests")
-    ] = 60
-
-    HTTP_REQUEST_MAX_WRITE_TIMEOUT: Annotated[
-        PositiveInt, Field(ge=10, description="Maximum write timeout in seconds for HTTP requests")
-    ] = 20
-
-    HTTP_REQUEST_NODE_MAX_BINARY_SIZE: PositiveInt = Field(
-        description="Maximum allowed size in bytes for binary data in HTTP requests",
-        default=10 * 1024 * 1024,
-    )
-
-    HTTP_REQUEST_NODE_MAX_TEXT_SIZE: PositiveInt = Field(
-        description="Maximum allowed size in bytes for text data in HTTP requests",
-        default=1 * 1024 * 1024,
-    )
-
-    SSRF_PROXY_HTTP_URL: Optional[str] = Field(
-        description="Proxy URL for HTTP requests to prevent Server-Side Request Forgery (SSRF)",
-        default=None,
-    )
-
-    SSRF_PROXY_HTTPS_URL: Optional[str] = Field(
-        description="Proxy URL for HTTPS requests to prevent Server-Side Request Forgery (SSRF)",
-        default=None,
-    )
-
-    RESPECT_XFORWARD_HEADERS_ENABLED: bool = Field(
-        description="Enable or disable the X-Forwarded-For Proxy Fix middleware from Werkzeug"
-        " to respect X-* headers to redirect clients",
-        default=False,
-    )
+        return self.inner_WEB_API_CORS_ALLOW_ORIGINS.split(',')
 
 
 class InnerAPIConfig(BaseSettings):
     """
-    Configuration for internal API functionality
+    Inner API configs
     """
-
     INNER_API: bool = Field(
-        description="Enable or disable the internal API",
+        description='whether to enable the inner API',
         default=False,
     )
 
     INNER_API_KEY: Optional[str] = Field(
-        description="API key for accessing the internal API",
+        description='The inner API key is used to authenticate the inner API',
         default=None,
     )
 
 
 class LoggingConfig(BaseSettings):
     """
-    Configuration for application logging
+    Logging configs
     """
 
     LOG_LEVEL: str = Field(
-        description="Logging level, default to INFO. Set to ERROR for production environments.",
-        default="INFO",
+        description='Log output level, default to INFO.'
+                    'It is recommended to set it to ERROR for production.',
+        default='INFO',
     )
 
     LOG_FILE: Optional[str] = Field(
-        description="File path for log output.",
+        description='logging output file path',
         default=None,
     )
 
     LOG_FORMAT: str = Field(
-        description="Format string for log messages",
-        default="%(asctime)s.%(msecs)03d %(levelname)s [%(threadName)s] [%(filename)s:%(lineno)d] - %(message)s",
+        description='log format',
+        default='%(asctime)s.%(msecs)03d %(levelname)s [%(threadName)s] [%(filename)s:%(lineno)d] - %(message)s',
     )
 
     LOG_DATEFORMAT: Optional[str] = Field(
-        description="Date format string for log timestamps",
+        description='log date format',
         default=None,
     )
 
     LOG_TZ: Optional[str] = Field(
-        description="Timezone for log timestamps (e.g., 'America/New_York')",
+        description='specify log timezone, eg: America/New_York',
         default=None,
     )
 
 
 class ModelLoadBalanceConfig(BaseSettings):
     """
-    Configuration for model load balancing
+    Model load balance configs
     """
-
     MODEL_LB_ENABLED: bool = Field(
-        description="Enable or disable load balancing for models",
+        description='whether to enable model load balancing',
         default=False,
     )
 
 
 class BillingConfig(BaseSettings):
     """
-    Configuration for platform billing features
+    Platform Billing Configurations
     """
-
     BILLING_ENABLED: bool = Field(
-        description="Enable or disable billing functionality",
+        description='whether to enable billing',
         default=False,
     )
 
 
 class UpdateConfig(BaseSettings):
     """
-    Configuration for application update checks
+    Update configs
     """
-
     CHECK_UPDATE_URL: str = Field(
-        description="URL to check for application updates",
-        default="https://updates.dify.ai",
+        description='url for checking updates',
+        default='https://updates.dify.ai',
     )
 
 
 class WorkflowConfig(BaseSettings):
     """
-    Configuration for workflow execution
+    Workflow feature configs
     """
 
     WORKFLOW_MAX_EXECUTION_STEPS: PositiveInt = Field(
-        description="Maximum number of steps allowed in a single workflow execution",
+        description='max execution steps in single workflow execution',
         default=500,
     )
 
     WORKFLOW_MAX_EXECUTION_TIME: PositiveInt = Field(
-        description="Maximum execution time in seconds for a single workflow",
+        description='max execution time in seconds in single workflow execution',
         default=1200,
     )
 
     WORKFLOW_CALL_MAX_DEPTH: PositiveInt = Field(
-        description="Maximum allowed depth for nested workflow calls",
+        description='max depth of calling in single workflow execution',
         default=5,
     )
 
-    MAX_VARIABLE_SIZE: PositiveInt = Field(
-        description="Maximum size in bytes for a single variable in workflows. Default to 5KB.",
-        default=5 * 1024,
-    )
-
 
 class OAuthConfig(BaseSettings):
     """
-    Configuration for OAuth authentication
+    oauth configs
     """
-
     OAUTH_REDIRECT_PATH: str = Field(
-        description="Redirect path for OAuth authentication callbacks",
-        default="/console/api/oauth/authorize",
+        description='redirect path for OAuth',
+        default='/console/api/oauth/authorize',
     )
 
     GITHUB_CLIENT_ID: Optional[str] = Field(
-        description="GitHub OAuth client secret",
+        description='GitHub client id for OAuth',
         default=None,
     )
 
     GITHUB_CLIENT_SECRET: Optional[str] = Field(
-        description="GitHub OAuth client secret",
+        description='GitHub client secret key for OAuth',
         default=None,
     )
 
     GOOGLE_CLIENT_ID: Optional[str] = Field(
-        description="Google OAuth client ID",
+        description='Google client id for OAuth',
         default=None,
     )
 
     GOOGLE_CLIENT_SECRET: Optional[str] = Field(
-        description="Google OAuth client secret",
+        description='Google client secret key for OAuth',
         default=None,
     )
 
 
 class ModerationConfig(BaseSettings):
     """
-    Configuration for content moderation
+    Moderation in app configs.
     """
 
-    MODERATION_BUFFER_SIZE: PositiveInt = Field(
-        description="Size of the buffer for content moderation processing",
+    # todo: to be clarified in usage and unit
+    OUTPUT_MODERATION_BUFFER_SIZE: PositiveInt = Field(
+        description='buffer size for moderation',
         default=300,
     )
 
 
 class ToolConfig(BaseSettings):
     """
-    Configuration for tool management
+    Tool configs
     """
 
     TOOL_ICON_CACHE_MAX_AGE: PositiveInt = Field(
-        description="Maximum age in seconds for caching tool icons",
+        description='max age in seconds for tool icon caching',
         default=3600,
     )
 
 
 class MailConfig(BaseSettings):
     """
-    Configuration for email services
+    Mail Configurations
     """
 
     MAIL_TYPE: Optional[str] = Field(
-        description="Email service provider type ('smtp' or 'resend'), default to None.",
+        description='Mail provider type name, default to None, availabile values are `smtp` and `resend`.',
         default=None,
     )
 
     MAIL_DEFAULT_SEND_FROM: Optional[str] = Field(
-        description="Default email address to use as the sender",
+        description='default email address for sending from ',
         default=None,
     )
 
     RESEND_API_KEY: Optional[str] = Field(
-        description="API key for Resend email service",
+        description='API key for Resend',
         default=None,
     )
 
     RESEND_API_URL: Optional[str] = Field(
-        description="API URL for Resend email service",
+        description='API URL for Resend',
         default=None,
     )
 
     SMTP_SERVER: Optional[str] = Field(
-        description="SMTP server hostname",
+        description='smtp server host',
         default=None,
     )
 
     SMTP_PORT: Optional[int] = Field(
-        description="SMTP server port number",
+        description='smtp server port',
         default=465,
     )
 
     SMTP_USERNAME: Optional[str] = Field(
-        description="Username for SMTP authentication",
+        description='smtp server username',
         default=None,
     )
 
     SMTP_PASSWORD: Optional[str] = Field(
-        description="Password for SMTP authentication",
+        description='smtp server password',
         default=None,
     )
 
     SMTP_USE_TLS: bool = Field(
-        description="Enable TLS encryption for SMTP connections",
+        description='whether to use TLS connection to smtp server',
         default=False,
     )
 
     SMTP_OPPORTUNISTIC_TLS: bool = Field(
-        description="Enable opportunistic TLS for SMTP connections",
+        description='whether to use opportunistic TLS connection to smtp server',
         default=False,
     )
 
 
 class RagEtlConfig(BaseSettings):
     """
-    Configuration for RAG ETL processes
+    RAG ETL Configurations.
     """
 
     ETL_TYPE: str = Field(
-        description="RAG ETL type ('dify' or 'Unstructured'), default to 'dify'",
-        default="dify",
+        description='RAG ETL type name, default to `dify`, available values are `dify` and `Unstructured`. ',
+        default='dify',
     )
 
     KEYWORD_DATA_SOURCE_TYPE: str = Field(
-        description="Data source type for keyword extraction"
-        " ('database' or other supported types), default to 'database'",
-        default="database",
+        description='source type for keyword data, default to `database`, available values are `database` .',
+        default='database',
     )
 
     UNSTRUCTURED_API_URL: Optional[str] = Field(
-        description="API URL for Unstructured.io service",
+        description='API URL for Unstructured',
         default=None,
     )
 
     UNSTRUCTURED_API_KEY: Optional[str] = Field(
-        description="API key for Unstructured.io service",
+        description='API key for Unstructured',
         default=None,
     )
 
 
 class DataSetConfig(BaseSettings):
     """
-    Configuration for dataset management
+    Dataset configs
     """
 
     CLEAN_DAY_SETTING: PositiveInt = Field(
-        description="Interval in days for dataset cleanup operations",
+        description='interval in days for cleaning up dataset',
         default=30,
     )
 
     DATASET_OPERATOR_ENABLED: bool = Field(
-        description="Enable or disable dataset operator functionality",
+        description='whether to enable dataset operator',
         default=False,
     )
 
 
 class WorkspaceConfig(BaseSettings):
     """
-    Configuration for workspace management
+    Workspace configs
     """
 
     INVITE_EXPIRY_HOURS: PositiveInt = Field(
-        description="Expiration time in hours for workspace invitation links",
+        description='workspaces invitation expiration in hours',
         default=72,
     )
 
 
 class IndexingConfig(BaseSettings):
     """
-    Configuration for indexing operations
+    Indexing configs.
     """
 
     INDEXING_MAX_SEGMENTATION_TOKENS_LENGTH: PositiveInt = Field(
-        description="Maximum token length for text segmentation during indexing",
+        description='max segmentation token length for indexing',
         default=1000,
     )
 
 
 class ImageFormatConfig(BaseSettings):
     MULTIMODAL_SEND_IMAGE_FORMAT: str = Field(
-        description="Format for sending images in multimodal contexts ('base64' or 'url'), default is base64",
-        default="base64",
+        description='multi model send image format, support base64, url, default is base64',
+        default='base64',
     )
 
 
-class CeleryBeatConfig(BaseSettings):
-    CELERY_BEAT_SCHEDULER_TIME: int = Field(
-        description="Interval in days for Celery Beat scheduler execution, default to 1 day",
-        default=1,
-    )
-
-
-class PositionConfig(BaseSettings):
-    POSITION_PROVIDER_PINS: str = Field(
-        description="Comma-separated list of pinned model providers",
-        default="",
-    )
-
-    POSITION_PROVIDER_INCLUDES: str = Field(
-        description="Comma-separated list of included model providers",
-        default="",
-    )
-
-    POSITION_PROVIDER_EXCLUDES: str = Field(
-        description="Comma-separated list of excluded model providers",
-        default="",
-    )
-
-    POSITION_TOOL_PINS: str = Field(
-        description="Comma-separated list of pinned tools",
-        default="",
-    )
-
-    POSITION_TOOL_INCLUDES: str = Field(
-        description="Comma-separated list of included tools",
-        default="",
-    )
-
-    POSITION_TOOL_EXCLUDES: str = Field(
-        description="Comma-separated list of excluded tools",
-        default="",
-    )
-
-    @computed_field
-    def POSITION_PROVIDER_PINS_LIST(self) -> list[str]:
-        return [item.strip() for item in self.POSITION_PROVIDER_PINS.split(",") if item.strip() != ""]
-
-    @computed_field
-    def POSITION_PROVIDER_INCLUDES_SET(self) -> set[str]:
-        return {item.strip() for item in self.POSITION_PROVIDER_INCLUDES.split(",") if item.strip() != ""}
-
-    @computed_field
-    def POSITION_PROVIDER_EXCLUDES_SET(self) -> set[str]:
-        return {item.strip() for item in self.POSITION_PROVIDER_EXCLUDES.split(",") if item.strip() != ""}
-
-    @computed_field
-    def POSITION_TOOL_PINS_LIST(self) -> list[str]:
-        return [item.strip() for item in self.POSITION_TOOL_PINS.split(",") if item.strip() != ""]
-
-    @computed_field
-    def POSITION_TOOL_INCLUDES_SET(self) -> set[str]:
-        return {item.strip() for item in self.POSITION_TOOL_INCLUDES.split(",") if item.strip() != ""}
-
-    @computed_field
-    def POSITION_TOOL_EXCLUDES_SET(self) -> set[str]:
-        return {item.strip() for item in self.POSITION_TOOL_EXCLUDES.split(",") if item.strip() != ""}
-
-
 class FeatureConfig(
     # place the configs in alphabet order
     AppExecutionConfig,
@@ -628,9 +459,8 @@ class FeatureConfig(
     UpdateConfig,
     WorkflowConfig,
     WorkspaceConfig,
-    PositionConfig,
+
     # hosted services config
     HostedServiceConfig,
-    CeleryBeatConfig,
 ):
     pass

api/configs/feature/hosted_service/__init__.py

@@ -6,188 +6,190 @@ from pydantic_settings import BaseSettings
 
 class HostedOpenAiConfig(BaseSettings):
     """
-    Configuration for hosted OpenAI service
+    Hosted OpenAI service config
     """
 
     HOSTED_OPENAI_API_KEY: Optional[str] = Field(
-        description="API key for hosted OpenAI service",
+        description='',
         default=None,
     )
 
     HOSTED_OPENAI_API_BASE: Optional[str] = Field(
-        description="Base URL for hosted OpenAI API",
+        description='',
         default=None,
     )
 
     HOSTED_OPENAI_API_ORGANIZATION: Optional[str] = Field(
-        description="Organization ID for hosted OpenAI service",
+        description='',
         default=None,
     )
 
     HOSTED_OPENAI_TRIAL_ENABLED: bool = Field(
-        description="Enable trial access to hosted OpenAI service",
+        description='',
         default=False,
     )
 
     HOSTED_OPENAI_TRIAL_MODELS: str = Field(
-        description="Comma-separated list of available models for trial access",
-        default="gpt-3.5-turbo,"
-        "gpt-3.5-turbo-1106,"
-        "gpt-3.5-turbo-instruct,"
-        "gpt-3.5-turbo-16k,"
-        "gpt-3.5-turbo-16k-0613,"
-        "gpt-3.5-turbo-0613,"
-        "gpt-3.5-turbo-0125,"
-        "text-davinci-003",
+        description='',
+        default='gpt-3.5-turbo,'
+                'gpt-3.5-turbo-1106,'
+                'gpt-3.5-turbo-instruct,'
+                'gpt-3.5-turbo-16k,'
+                'gpt-3.5-turbo-16k-0613,'
+                'gpt-3.5-turbo-0613,'
+                'gpt-3.5-turbo-0125,'
+                'text-davinci-003',
     )
 
     HOSTED_OPENAI_QUOTA_LIMIT: NonNegativeInt = Field(
-        description="Quota limit for hosted OpenAI service usage",
+        description='',
         default=200,
     )
 
     HOSTED_OPENAI_PAID_ENABLED: bool = Field(
-        description="Enable paid access to hosted OpenAI service",
+        description='',
         default=False,
     )
 
     HOSTED_OPENAI_PAID_MODELS: str = Field(
-        description="Comma-separated list of available models for paid access",
-        default="gpt-4,"
-        "gpt-4-turbo-preview,"
-        "gpt-4-turbo-2024-04-09,"
-        "gpt-4-1106-preview,"
-        "gpt-4-0125-preview,"
-        "gpt-3.5-turbo,"
-        "gpt-3.5-turbo-16k,"
-        "gpt-3.5-turbo-16k-0613,"
-        "gpt-3.5-turbo-1106,"
-        "gpt-3.5-turbo-0613,"
-        "gpt-3.5-turbo-0125,"
-        "gpt-3.5-turbo-instruct,"
-        "text-davinci-003",
+        description='',
+        default='gpt-4,'
+                'gpt-4-turbo-preview,'
+                'gpt-4-turbo-2024-04-09,'
+                'gpt-4-1106-preview,'
+                'gpt-4-0125-preview,'
+                'gpt-3.5-turbo,'
+                'gpt-3.5-turbo-16k,'
+                'gpt-3.5-turbo-16k-0613,'
+                'gpt-3.5-turbo-1106,'
+                'gpt-3.5-turbo-0613,'
+                'gpt-3.5-turbo-0125,'
+                'gpt-3.5-turbo-instruct,'
+                'text-davinci-003',
     )
 
 
 class HostedAzureOpenAiConfig(BaseSettings):
     """
-    Configuration for hosted Azure OpenAI service
+    Hosted OpenAI service config
     """
 
     HOSTED_AZURE_OPENAI_ENABLED: bool = Field(
-        description="Enable hosted Azure OpenAI service",
+        description='',
         default=False,
     )
 
-    HOSTED_AZURE_OPENAI_API_KEY: Optional[str] = Field(
-        description="API key for hosted Azure OpenAI service",
+    HOSTED_OPENAI_API_KEY: Optional[str] = Field(
+        description='',
         default=None,
     )
 
     HOSTED_AZURE_OPENAI_API_BASE: Optional[str] = Field(
-        description="Base URL for hosted Azure OpenAI API",
+        description='',
         default=None,
     )
 
     HOSTED_AZURE_OPENAI_QUOTA_LIMIT: NonNegativeInt = Field(
-        description="Quota limit for hosted Azure OpenAI service usage",
+        description='',
         default=200,
     )
 
 
 class HostedAnthropicConfig(BaseSettings):
     """
-    Configuration for hosted Anthropic service
+    Hosted Azure OpenAI service config
     """
 
     HOSTED_ANTHROPIC_API_BASE: Optional[str] = Field(
-        description="Base URL for hosted Anthropic API",
+        description='',
         default=None,
     )
 
     HOSTED_ANTHROPIC_API_KEY: Optional[str] = Field(
-        description="API key for hosted Anthropic service",
+        description='',
         default=None,
     )
 
     HOSTED_ANTHROPIC_TRIAL_ENABLED: bool = Field(
-        description="Enable trial access to hosted Anthropic service",
+        description='',
         default=False,
     )
 
     HOSTED_ANTHROPIC_QUOTA_LIMIT: NonNegativeInt = Field(
-        description="Quota limit for hosted Anthropic service usage",
+        description='',
         default=600000,
     )
 
     HOSTED_ANTHROPIC_PAID_ENABLED: bool = Field(
-        description="Enable paid access to hosted Anthropic service",
+        description='',
         default=False,
     )
 
 
 class HostedMinmaxConfig(BaseSettings):
     """
-    Configuration for hosted Minmax service
+    Hosted Minmax service config
     """
 
     HOSTED_MINIMAX_ENABLED: bool = Field(
-        description="Enable hosted Minmax service",
+        description='',
         default=False,
     )
 
 
 class HostedSparkConfig(BaseSettings):
     """
-    Configuration for hosted Spark service
+    Hosted Spark service config
     """
 
     HOSTED_SPARK_ENABLED: bool = Field(
-        description="Enable hosted Spark service",
+        description='',
         default=False,
     )
 
 
 class HostedZhipuAIConfig(BaseSettings):
     """
-    Configuration for hosted ZhipuAI service
+    Hosted Minmax service config
     """
 
     HOSTED_ZHIPUAI_ENABLED: bool = Field(
-        description="Enable hosted ZhipuAI service",
+        description='',
         default=False,
     )
 
 
 class HostedModerationConfig(BaseSettings):
     """
-    Configuration for hosted Moderation service
+    Hosted Moderation service config
     """
 
     HOSTED_MODERATION_ENABLED: bool = Field(
-        description="Enable hosted Moderation service",
+        description='',
         default=False,
     )
 
     HOSTED_MODERATION_PROVIDERS: str = Field(
-        description="Comma-separated list of moderation providers",
-        default="",
+        description='',
+        default='',
     )
 
 
 class HostedFetchAppTemplateConfig(BaseSettings):
     """
-    Configuration for fetching app templates
+    Hosted Moderation service config
     """
 
     HOSTED_FETCH_APP_TEMPLATES_MODE: str = Field(
-        description="Mode for fetching app templates: remote, db, or builtin" " default to remote,",
-        default="remote",
+        description='the mode for fetching app templates,'
+                    ' default to remote,'
+                    ' available values: remote, db, builtin',
+        default='remote',
     )
 
     HOSTED_FETCH_APP_TEMPLATES_REMOTE_DOMAIN: str = Field(
-        description="Domain for fetching remote app templates",
-        default="https://tmpl.dify.ai",
+        description='the domain for fetching remote app templates',
+        default='https://tmpl.dify.ai',
     )
 
 
@@ -200,6 +202,7 @@ class HostedServiceConfig(
     HostedOpenAiConfig,
     HostedSparkConfig,
     HostedZhipuAIConfig,
+
     # moderation
     HostedModerationConfig,
 ):

api/configs/middleware/__init__.py

@@ -1,22 +1,17 @@
 from typing import Any, Optional
-from urllib.parse import quote_plus
 
-from pydantic import Field, NonNegativeInt, PositiveFloat, PositiveInt, computed_field
+from pydantic import Field, NonNegativeInt, PositiveInt, computed_field
 from pydantic_settings import BaseSettings
 
 from configs.middleware.cache.redis_config import RedisConfig
 from configs.middleware.storage.aliyun_oss_storage_config import AliyunOSSStorageConfig
 from configs.middleware.storage.amazon_s3_storage_config import S3StorageConfig
 from configs.middleware.storage.azure_blob_storage_config import AzureBlobStorageConfig
-from configs.middleware.storage.baidu_obs_storage_config import BaiduOBSStorageConfig
 from configs.middleware.storage.google_cloud_storage_config import GoogleCloudStorageConfig
-from configs.middleware.storage.huawei_obs_storage_config import HuaweiCloudOBSStorageConfig
 from configs.middleware.storage.oci_storage_config import OCIStorageConfig
 from configs.middleware.storage.tencent_cos_storage_config import TencentCloudCOSStorageConfig
-from configs.middleware.storage.volcengine_tos_storage_config import VolcengineTOSStorageConfig
 from configs.middleware.vdb.analyticdb_config import AnalyticdbConfig
 from configs.middleware.vdb.chroma_config import ChromaConfig
-from configs.middleware.vdb.elasticsearch_config import ElasticsearchConfig
 from configs.middleware.vdb.milvus_config import MilvusConfig
 from configs.middleware.vdb.myscale_config import MyScaleConfig
 from configs.middleware.vdb.opensearch_config import OpenSearchConfig
@@ -32,109 +27,108 @@ from configs.middleware.vdb.weaviate_config import WeaviateConfig
 
 class StorageConfig(BaseSettings):
     STORAGE_TYPE: str = Field(
-        description="Type of storage to use."
-        " Options: 'local', 's3', 'azure-blob', 'aliyun-oss', 'google-storage'. Default is 'local'.",
-        default="local",
+        description='storage type,'
+                    ' default to `local`,'
+                    ' available values are `local`, `s3`, `azure-blob`, `aliyun-oss`, `google-storage`.',
+        default='local',
     )
 
     STORAGE_LOCAL_PATH: str = Field(
-        description="Path for local storage when STORAGE_TYPE is set to 'local'.",
-        default="storage",
+        description='local storage path',
+        default='storage',
     )
 
 
 class VectorStoreConfig(BaseSettings):
     VECTOR_STORE: Optional[str] = Field(
-        description="Type of vector store to use for efficient similarity search."
-        " Set to None if not using a vector store.",
+        description='vector store type',
         default=None,
     )
 
 
 class KeywordStoreConfig(BaseSettings):
     KEYWORD_STORE: str = Field(
-        description="Method for keyword extraction and storage."
-        " Default is 'jieba', a Chinese text segmentation library.",
-        default="jieba",
+        description='keyword store type',
+        default='jieba',
     )
 
 
 class DatabaseConfig:
     DB_HOST: str = Field(
-        description="Hostname or IP address of the database server.",
-        default="localhost",
+        description='db host',
+        default='localhost',
     )
 
     DB_PORT: PositiveInt = Field(
-        description="Port number for database connection.",
+        description='db port',
         default=5432,
     )
 
     DB_USERNAME: str = Field(
-        description="Username for database authentication.",
-        default="postgres",
+        description='db username',
+        default='postgres',
     )
 
     DB_PASSWORD: str = Field(
-        description="Password for database authentication.",
-        default="",
+        description='db password',
+        default='',
     )
 
     DB_DATABASE: str = Field(
-        description="Name of the database to connect to.",
-        default="dify",
+        description='db database',
+        default='dify',
     )
 
     DB_CHARSET: str = Field(
-        description="Character set for database connection.",
-        default="",
+        description='db charset',
+        default='',
     )
 
     DB_EXTRAS: str = Field(
-        description="Additional database connection parameters. Example: 'keepalives_idle=60&keepalives=1'",
-        default="",
+        description='db extras options. Example: keepalives_idle=60&keepalives=1',
+        default='',
     )
 
     SQLALCHEMY_DATABASE_URI_SCHEME: str = Field(
-        description="Database URI scheme for SQLAlchemy connection.",
-        default="postgresql",
+        description='db uri scheme',
+        default='postgresql',
     )
 
     @computed_field
     @property
     def SQLALCHEMY_DATABASE_URI(self) -> str:
         db_extras = (
-            f"{self.DB_EXTRAS}&client_encoding={self.DB_CHARSET}" if self.DB_CHARSET else self.DB_EXTRAS
+            f"{self.DB_EXTRAS}&client_encoding={self.DB_CHARSET}"
+            if self.DB_CHARSET
+            else self.DB_EXTRAS
         ).strip("&")
         db_extras = f"?{db_extras}" if db_extras else ""
-        return (
-            f"{self.SQLALCHEMY_DATABASE_URI_SCHEME}://"
-            f"{quote_plus(self.DB_USERNAME)}:{quote_plus(self.DB_PASSWORD)}@{self.DB_HOST}:{self.DB_PORT}/{self.DB_DATABASE}"
-            f"{db_extras}"
-        )
+        return (f"{self.SQLALCHEMY_DATABASE_URI_SCHEME}://"
+                f"{self.DB_USERNAME}:{self.DB_PASSWORD}@{self.DB_HOST}:{self.DB_PORT}/{self.DB_DATABASE}"
+                f"{db_extras}")
 
     SQLALCHEMY_POOL_SIZE: NonNegativeInt = Field(
-        description="Maximum number of database connections in the pool.",
+        description='pool size of SqlAlchemy',
         default=30,
     )
 
     SQLALCHEMY_MAX_OVERFLOW: NonNegativeInt = Field(
-        description="Maximum number of connections that can be created beyond the pool_size.",
+        description='max overflows for SqlAlchemy',
         default=10,
     )
 
     SQLALCHEMY_POOL_RECYCLE: NonNegativeInt = Field(
-        description="Number of seconds after which a connection is automatically recycled.",
+        description='SqlAlchemy pool recycle',
         default=3600,
     )
 
     SQLALCHEMY_POOL_PRE_PING: bool = Field(
-        description="If True, enables connection pool pre-ping feature to check connections.",
+        description='whether to enable pool pre-ping in SqlAlchemy',
         default=False,
     )
 
     SQLALCHEMY_ECHO: bool | str = Field(
-        description="If True, SQLAlchemy will log all SQL statements.",
+        description='whether to enable SqlAlchemy echo',
         default=False,
     )
 
@@ -142,69 +136,35 @@ class DatabaseConfig:
     @property
     def SQLALCHEMY_ENGINE_OPTIONS(self) -> dict[str, Any]:
         return {
-            "pool_size": self.SQLALCHEMY_POOL_SIZE,
-            "max_overflow": self.SQLALCHEMY_MAX_OVERFLOW,
-            "pool_recycle": self.SQLALCHEMY_POOL_RECYCLE,
-            "pool_pre_ping": self.SQLALCHEMY_POOL_PRE_PING,
-            "connect_args": {"options": "-c timezone=UTC"},
+            'pool_size': self.SQLALCHEMY_POOL_SIZE,
+            'max_overflow': self.SQLALCHEMY_MAX_OVERFLOW,
+            'pool_recycle': self.SQLALCHEMY_POOL_RECYCLE,
+            'pool_pre_ping': self.SQLALCHEMY_POOL_PRE_PING,
+            'connect_args': {'options': '-c timezone=UTC'},
         }
 
 
 class CeleryConfig(DatabaseConfig):
     CELERY_BACKEND: str = Field(
-        description="Backend for Celery task results. Options: 'database', 'redis'.",
-        default="database",
+        description='Celery backend, available values are `database`, `redis`',
+        default='database',
     )
 
     CELERY_BROKER_URL: Optional[str] = Field(
-        description="URL of the message broker for Celery tasks.",
+        description='CELERY_BROKER_URL',
         default=None,
     )
 
-    CELERY_USE_SENTINEL: Optional[bool] = Field(
-        description="Whether to use Redis Sentinel for high availability.",
-        default=False,
-    )
-
-    CELERY_SENTINEL_MASTER_NAME: Optional[str] = Field(
-        description="Name of the Redis Sentinel master.",
-        default=None,
-    )
-
-    CELERY_SENTINEL_SOCKET_TIMEOUT: Optional[PositiveFloat] = Field(
-        description="Timeout for Redis Sentinel socket operations in seconds.",
-        default=0.1,
-    )
-
     @computed_field
     @property
     def CELERY_RESULT_BACKEND(self) -> str | None:
-        return (
-            "db+{}".format(self.SQLALCHEMY_DATABASE_URI)
-            if self.CELERY_BACKEND == "database"
-            else self.CELERY_BROKER_URL
-        )
+        return 'db+{}'.format(self.SQLALCHEMY_DATABASE_URI) \
+            if self.CELERY_BACKEND == 'database' else self.CELERY_BROKER_URL
 
     @computed_field
     @property
     def BROKER_USE_SSL(self) -> bool:
-        return self.CELERY_BROKER_URL.startswith("rediss://") if self.CELERY_BROKER_URL else False
-
-
-class InternalTestConfig(BaseSettings):
-    """
-    Configuration settings for Internal Test
-    """
-
-    AWS_SECRET_ACCESS_KEY: Optional[str] = Field(
-        description="Internal test AWS secret access key",
-        default=None,
-    )
-
-    AWS_ACCESS_KEY_ID: Optional[str] = Field(
-        description="Internal test AWS access key ID",
-        default=None,
-    )
+        return self.CELERY_BROKER_URL.startswith('rediss://') if self.CELERY_BROKER_URL else False
 
 
 class MiddlewareConfig(
@@ -213,17 +173,16 @@ class MiddlewareConfig(
     DatabaseConfig,
     KeywordStoreConfig,
     RedisConfig,
+
     # configs of storage and storage providers
     StorageConfig,
     AliyunOSSStorageConfig,
     AzureBlobStorageConfig,
-    BaiduOBSStorageConfig,
     GoogleCloudStorageConfig,
-    HuaweiCloudOBSStorageConfig,
-    OCIStorageConfig,
-    S3StorageConfig,
     TencentCloudCOSStorageConfig,
-    VolcengineTOSStorageConfig,
+    S3StorageConfig,
+    OCIStorageConfig,
+
     # configs of vdb and vdb providers
     VectorStoreConfig,
     AnalyticdbConfig,
@@ -239,7 +198,5 @@ class MiddlewareConfig(
     TencentVectorDBConfig,
     TiDBVectorConfig,
     WeaviateConfig,
-    ElasticsearchConfig,
-    InternalTestConfig,
 ):
     pass

api/configs/middleware/cache/redis_config.py

@@ -1,70 +1,39 @@
 from typing import Optional
 
-from pydantic import Field, NonNegativeInt, PositiveFloat, PositiveInt
+from pydantic import Field, NonNegativeInt, PositiveInt
 from pydantic_settings import BaseSettings
 
 
 class RedisConfig(BaseSettings):
     """
-    Configuration settings for Redis connection
+    Redis configs
     """
-
     REDIS_HOST: str = Field(
-        description="Hostname or IP address of the Redis server",
-        default="localhost",
+        description='Redis host',
+        default='localhost',
     )
 
     REDIS_PORT: PositiveInt = Field(
-        description="Port number on which the Redis server is listening",
+        description='Redis port',
         default=6379,
     )
 
     REDIS_USERNAME: Optional[str] = Field(
-        description="Username for Redis authentication (if required)",
+        description='Redis username',
         default=None,
     )
 
     REDIS_PASSWORD: Optional[str] = Field(
-        description="Password for Redis authentication (if required)",
+        description='Redis password',
         default=None,
     )
 
     REDIS_DB: NonNegativeInt = Field(
-        description="Redis database number to use (0-15)",
+        description='Redis database id, default to 0',
         default=0,
     )
 
     REDIS_USE_SSL: bool = Field(
-        description="Enable SSL/TLS for the Redis connection",
+        description='whether to use SSL for Redis connection',
         default=False,
     )
-
-    REDIS_USE_SENTINEL: Optional[bool] = Field(
-        description="Enable Redis Sentinel mode for high availability",
-        default=False,
-    )
-
-    REDIS_SENTINELS: Optional[str] = Field(
-        description="Comma-separated list of Redis Sentinel nodes (host:port)",
-        default=None,
-    )
-
-    REDIS_SENTINEL_SERVICE_NAME: Optional[str] = Field(
-        description="Name of the Redis Sentinel service to monitor",
-        default=None,
-    )
-
-    REDIS_SENTINEL_USERNAME: Optional[str] = Field(
-        description="Username for Redis Sentinel authentication (if required)",
-        default=None,
-    )
-
-    REDIS_SENTINEL_PASSWORD: Optional[str] = Field(
-        description="Password for Redis Sentinel authentication (if required)",
-        default=None,
-    )
-
-    REDIS_SENTINEL_SOCKET_TIMEOUT: Optional[PositiveFloat] = Field(
-        description="Socket timeout in seconds for Redis Sentinel connections",
-        default=0.1,
-    )

api/configs/middleware/storage/aliyun_oss_storage_config.py

@@ -6,40 +6,35 @@ from pydantic_settings import BaseSettings
 
 class AliyunOSSStorageConfig(BaseSettings):
     """
-    Configuration settings for Aliyun Object Storage Service (OSS)
+    Aliyun storage configs
     """
 
     ALIYUN_OSS_BUCKET_NAME: Optional[str] = Field(
-        description="Name of the Aliyun OSS bucket to store and retrieve objects",
+        description='Aliyun OSS bucket name',
         default=None,
     )
 
     ALIYUN_OSS_ACCESS_KEY: Optional[str] = Field(
-        description="Access key ID for authenticating with Aliyun OSS",
+        description='Aliyun OSS access key',
         default=None,
     )
 
     ALIYUN_OSS_SECRET_KEY: Optional[str] = Field(
-        description="Secret access key for authenticating with Aliyun OSS",
+        description='Aliyun OSS secret key',
         default=None,
     )
 
     ALIYUN_OSS_ENDPOINT: Optional[str] = Field(
-        description="URL of the Aliyun OSS endpoint for your chosen region",
+        description='Aliyun OSS endpoint URL',
         default=None,
     )
 
     ALIYUN_OSS_REGION: Optional[str] = Field(
-        description="Aliyun OSS region where your bucket is located (e.g., 'oss-cn-hangzhou')",
+        description='Aliyun OSS region',
         default=None,
     )
 
     ALIYUN_OSS_AUTH_VERSION: Optional[str] = Field(
-        description="Version of the authentication protocol to use with Aliyun OSS (e.g., 'v4')",
-        default=None,
-    )
-
-    ALIYUN_OSS_PATH: Optional[str] = Field(
-        description="Base path within the bucket to store objects (e.g., 'my-app-data/')",
+        description='Aliyun OSS authentication version',
         default=None,
     )

api/configs/middleware/storage/amazon_s3_storage_config.py

@@ -6,40 +6,40 @@ from pydantic_settings import BaseSettings
 
 class S3StorageConfig(BaseSettings):
     """
-    Configuration settings for S3-compatible object storage
+    S3 storage configs
     """
 
     S3_ENDPOINT: Optional[str] = Field(
-        description="URL of the S3-compatible storage endpoint (e.g., 'https://s3.amazonaws.com')",
+        description='S3 storage endpoint',
         default=None,
     )
 
     S3_REGION: Optional[str] = Field(
-        description="Region where the S3 bucket is located (e.g., 'us-east-1')",
+        description='S3 storage region',
         default=None,
     )
 
     S3_BUCKET_NAME: Optional[str] = Field(
-        description="Name of the S3 bucket to store and retrieve objects",
+        description='S3 storage bucket name',
         default=None,
     )
 
     S3_ACCESS_KEY: Optional[str] = Field(
-        description="Access key ID for authenticating with the S3 service",
+        description='S3 storage access key',
         default=None,
     )
 
     S3_SECRET_KEY: Optional[str] = Field(
-        description="Secret access key for authenticating with the S3 service",
+        description='S3 storage secret key',
         default=None,
     )
 
     S3_ADDRESS_STYLE: str = Field(
-        description="S3 addressing style: 'auto', 'path', or 'virtual'",
-        default="auto",
+        description='S3 storage address style',
+        default='auto',
     )
 
     S3_USE_AWS_MANAGED_IAM: bool = Field(
-        description="Use AWS managed IAM roles for authentication instead of access/secret keys",
+        description='whether to use aws managed IAM for S3',
         default=False,
     )

api/configs/middleware/storage/azure_blob_storage_config.py

@@ -6,25 +6,25 @@ from pydantic_settings import BaseSettings
 
 class AzureBlobStorageConfig(BaseSettings):
     """
-    Configuration settings for Azure Blob Storage
+    Azure Blob storage configs
     """
 
     AZURE_BLOB_ACCOUNT_NAME: Optional[str] = Field(
-        description="Name of the Azure Storage account (e.g., 'mystorageaccount')",
+        description='Azure Blob account name',
         default=None,
     )
 
     AZURE_BLOB_ACCOUNT_KEY: Optional[str] = Field(
-        description="Access key for authenticating with the Azure Storage account",
+        description='Azure Blob account key',
         default=None,
     )
 
     AZURE_BLOB_CONTAINER_NAME: Optional[str] = Field(
-        description="Name of the Azure Blob container to store and retrieve objects",
+        description='Azure Blob container name',
         default=None,
     )
 
     AZURE_BLOB_ACCOUNT_URL: Optional[str] = Field(
-        description="URL of the Azure Blob storage endpoint (e.g., 'https://mystorageaccount.blob.core.windows.net')",
+        description='Azure Blob account URL',
         default=None,
     )

api/configs/middleware/storage/baidu_obs_storage_config.py

@@ -1,29 +0,0 @@
-from typing import Optional
-
-from pydantic import BaseModel, Field
-
-
-class BaiduOBSStorageConfig(BaseModel):
-    """
-    Configuration settings for Baidu Object Storage Service (OBS)
-    """
-
-    BAIDU_OBS_BUCKET_NAME: Optional[str] = Field(
-        description="Name of the Baidu OBS bucket to store and retrieve objects (e.g., 'my-obs-bucket')",
-        default=None,
-    )
-
-    BAIDU_OBS_ACCESS_KEY: Optional[str] = Field(
-        description="Access Key ID for authenticating with Baidu OBS",
-        default=None,
-    )
-
-    BAIDU_OBS_SECRET_KEY: Optional[str] = Field(
-        description="Secret Access Key for authenticating with Baidu OBS",
-        default=None,
-    )
-
-    BAIDU_OBS_ENDPOINT: Optional[str] = Field(
-        description="URL of the Baidu OSS endpoint for your chosen region (e.g., 'https://.bj.bcebos.com')",
-        default=None,
-    )

api/configs/middleware/storage/google_cloud_storage_config.py

@@ -6,15 +6,15 @@ from pydantic_settings import BaseSettings
 
 class GoogleCloudStorageConfig(BaseSettings):
     """
-    Configuration settings for Google Cloud Storage
+    Google Cloud storage configs
     """
 
     GOOGLE_STORAGE_BUCKET_NAME: Optional[str] = Field(
-        description="Name of the Google Cloud Storage bucket to store and retrieve objects (e.g., 'my-gcs-bucket')",
+        description='Google Cloud storage bucket name',
         default=None,
     )
 
     GOOGLE_STORAGE_SERVICE_ACCOUNT_JSON_BASE64: Optional[str] = Field(
-        description="Base64-encoded JSON key file for Google Cloud service account authentication",
+        description='Google Cloud storage service account json base64',
         default=None,
     )

api/configs/middleware/storage/huawei_obs_storage_config.py

@@ -1,29 +0,0 @@
-from typing import Optional
-
-from pydantic import BaseModel, Field
-
-
-class HuaweiCloudOBSStorageConfig(BaseModel):
-    """
-    Configuration settings for Huawei Cloud Object Storage Service (OBS)
-    """
-
-    HUAWEI_OBS_BUCKET_NAME: Optional[str] = Field(
-        description="Name of the Huawei Cloud OBS bucket to store and retrieve objects (e.g., 'my-obs-bucket')",
-        default=None,
-    )
-
-    HUAWEI_OBS_ACCESS_KEY: Optional[str] = Field(
-        description="Access Key ID for authenticating with Huawei Cloud OBS",
-        default=None,
-    )
-
-    HUAWEI_OBS_SECRET_KEY: Optional[str] = Field(
-        description="Secret Access Key for authenticating with Huawei Cloud OBS",
-        default=None,
-    )
-
-    HUAWEI_OBS_SERVER: Optional[str] = Field(
-        description="Endpoint URL for Huawei Cloud OBS (e.g., 'https://obs.cn-north-4.myhuaweicloud.com')",
-        default=None,
-    )

api/configs/middleware/storage/oci_storage_config.py

@@ -6,30 +6,31 @@ from pydantic_settings import BaseSettings
 
 class OCIStorageConfig(BaseSettings):
     """
-    Configuration settings for Oracle Cloud Infrastructure (OCI) Object Storage
+    OCI storage configs
     """
 
     OCI_ENDPOINT: Optional[str] = Field(
-        description="URL of the OCI Object Storage endpoint (e.g., 'https://objectstorage.us-phoenix-1.oraclecloud.com')",
+        description='OCI storage endpoint',
         default=None,
     )
 
     OCI_REGION: Optional[str] = Field(
-        description="OCI region where the bucket is located (e.g., 'us-phoenix-1')",
+        description='OCI storage region',
         default=None,
     )
 
     OCI_BUCKET_NAME: Optional[str] = Field(
-        description="Name of the OCI Object Storage bucket to store and retrieve objects (e.g., 'my-oci-bucket')",
+        description='OCI storage bucket name',
         default=None,
     )
 
     OCI_ACCESS_KEY: Optional[str] = Field(
-        description="Access key (also known as API key) for authenticating with OCI Object Storage",
+        description='OCI storage access key',
         default=None,
     )
 
     OCI_SECRET_KEY: Optional[str] = Field(
-        description="Secret key associated with the access key for authenticating with OCI Object Storage",
+        description='OCI storage secret key',
         default=None,
     )
+

api/configs/middleware/storage/tencent_cos_storage_config.py

@@ -6,30 +6,30 @@ from pydantic_settings import BaseSettings
 
 class TencentCloudCOSStorageConfig(BaseSettings):
     """
-    Configuration settings for Tencent Cloud Object Storage (COS)
+    Tencent Cloud COS storage configs
     """
 
     TENCENT_COS_BUCKET_NAME: Optional[str] = Field(
-        description="Name of the Tencent Cloud COS bucket to store and retrieve objects",
+        description='Tencent Cloud COS bucket name',
         default=None,
     )
 
     TENCENT_COS_REGION: Optional[str] = Field(
-        description="Tencent Cloud region where the COS bucket is located (e.g., 'ap-guangzhou')",
+        description='Tencent Cloud COS region',
         default=None,
     )
 
     TENCENT_COS_SECRET_ID: Optional[str] = Field(
-        description="SecretId for authenticating with Tencent Cloud COS (part of API credentials)",
+        description='Tencent Cloud COS secret id',
         default=None,
     )
 
     TENCENT_COS_SECRET_KEY: Optional[str] = Field(
-        description="SecretKey for authenticating with Tencent Cloud COS (part of API credentials)",
+        description='Tencent Cloud COS secret key',
         default=None,
     )
 
     TENCENT_COS_SCHEME: Optional[str] = Field(
-        description="Protocol scheme for COS requests: 'https' (recommended) or 'http'",
+        description='Tencent Cloud COS scheme',
         default=None,
     )

api/configs/middleware/storage/volcengine_tos_storage_config.py

@@ -1,34 +0,0 @@
-from typing import Optional
-
-from pydantic import BaseModel, Field
-
-
-class VolcengineTOSStorageConfig(BaseModel):
-    """
-    Configuration settings for Volcengine Tinder Object Storage (TOS)
-    """
-
-    VOLCENGINE_TOS_BUCKET_NAME: Optional[str] = Field(
-        description="Name of the Volcengine TOS bucket to store and retrieve objects (e.g., 'my-tos-bucket')",
-        default=None,
-    )
-
-    VOLCENGINE_TOS_ACCESS_KEY: Optional[str] = Field(
-        description="Access Key ID for authenticating with Volcengine TOS",
-        default=None,
-    )
-
-    VOLCENGINE_TOS_SECRET_KEY: Optional[str] = Field(
-        description="Secret Access Key for authenticating with Volcengine TOS",
-        default=None,
-    )
-
-    VOLCENGINE_TOS_ENDPOINT: Optional[str] = Field(
-        description="URL of the Volcengine TOS endpoint (e.g., 'https://tos-cn-beijing.volces.com')",
-        default=None,
-    )
-
-    VOLCENGINE_TOS_REGION: Optional[str] = Field(
-        description="Volcengine region where the TOS bucket is located (e.g., 'cn-beijing')",
-        default=None,
-    )

api/configs/middleware/vdb/analyticdb_config.py

@@ -5,38 +5,40 @@ from pydantic import BaseModel, Field
 
 class AnalyticdbConfig(BaseModel):
     """
-    Configuration for connecting to Alibaba Cloud AnalyticDB for PostgreSQL.
+    Configuration for connecting to AnalyticDB.
     Refer to the following documentation for details on obtaining credentials:
     https://www.alibabacloud.com/help/en/analyticdb-for-postgresql/getting-started/create-an-instance-instances-with-vector-engine-optimization-enabled
     """
 
-    ANALYTICDB_KEY_ID: Optional[str] = Field(
-        default=None, description="The Access Key ID provided by Alibaba Cloud for API authentication."
-    )
-    ANALYTICDB_KEY_SECRET: Optional[str] = Field(
-        default=None, description="The Secret Access Key corresponding to the Access Key ID for secure API access."
-    )
-    ANALYTICDB_REGION_ID: Optional[str] = Field(
+    ANALYTICDB_KEY_ID : Optional[str] = Field(
         default=None,
-        description="The region where the AnalyticDB instance is deployed (e.g., 'cn-hangzhou', 'ap-southeast-1').",
+        description="The Access Key ID provided by Alibaba Cloud for authentication."
     )
-    ANALYTICDB_INSTANCE_ID: Optional[str] = Field(
+    ANALYTICDB_KEY_SECRET : Optional[str] = Field(
         default=None,
-        description="The unique identifier of the AnalyticDB instance you want to connect to.",
+        description="The Secret Access Key corresponding to the Access Key ID for secure access."
     )
-    ANALYTICDB_ACCOUNT: Optional[str] = Field(
+    ANALYTICDB_REGION_ID : Optional[str] = Field(
         default=None,
-        description="The account name used to log in to the AnalyticDB instance"
-        " (usually the initial account created with the instance).",
+        description="The region where the AnalyticDB instance is deployed (e.g., 'cn-hangzhou')."
     )
-    ANALYTICDB_PASSWORD: Optional[str] = Field(
-        default=None, description="The password associated with the AnalyticDB account for database authentication."
-    )
-    ANALYTICDB_NAMESPACE: Optional[str] = Field(
-        default=None, description="The namespace within AnalyticDB for schema isolation (if using namespace feature)."
-    )
-    ANALYTICDB_NAMESPACE_PASSWORD: Optional[str] = Field(
+    ANALYTICDB_INSTANCE_ID : Optional[str] = Field(
         default=None,
-        description="The password for accessing the specified namespace within the AnalyticDB instance"
-        " (if namespace feature is enabled).",
+        description="The unique identifier of the AnalyticDB instance you want to connect to (e.g., 'gp-ab123456').."
+    )
+    ANALYTICDB_ACCOUNT : Optional[str] = Field(
+        default=None,
+        description="The account name used to log in to the AnalyticDB instance."
+    )
+    ANALYTICDB_PASSWORD : Optional[str] = Field(
+        default=None,
+        description="The password associated with the AnalyticDB account for authentication."
+    )
+    ANALYTICDB_NAMESPACE : Optional[str] = Field(
+        default=None,
+        description="The namespace within AnalyticDB for schema isolation."
+    )
+    ANALYTICDB_NAMESPACE_PASSWORD : Optional[str] = Field(
+        default=None,
+        description="The password for accessing the specified namespace within the AnalyticDB instance."
     )

api/configs/middleware/vdb/chroma_config.py

@@ -6,35 +6,35 @@ from pydantic_settings import BaseSettings
 
 class ChromaConfig(BaseSettings):
     """
-    Configuration settings for Chroma vector database
+    Chroma configs
     """
 
     CHROMA_HOST: Optional[str] = Field(
-        description="Hostname or IP address of the Chroma server (e.g., 'localhost' or '192.168.1.100')",
+        description='Chroma host',
         default=None,
     )
 
     CHROMA_PORT: PositiveInt = Field(
-        description="Port number on which the Chroma server is listening (default is 8000)",
+        description='Chroma port',
         default=8000,
     )
 
     CHROMA_TENANT: Optional[str] = Field(
-        description="Tenant identifier for multi-tenancy support in Chroma",
+        description='Chroma database',
         default=None,
     )
 
     CHROMA_DATABASE: Optional[str] = Field(
-        description="Name of the Chroma database to connect to",
+        description='Chroma database',
         default=None,
     )
 
     CHROMA_AUTH_PROVIDER: Optional[str] = Field(
-        description="Authentication provider for Chroma (e.g., 'basic', 'token', or a custom provider)",
+        description='Chroma authentication provider',
         default=None,
     )
 
     CHROMA_AUTH_CREDENTIALS: Optional[str] = Field(
-        description="Authentication credentials for Chroma (format depends on the auth provider)",
+        description='Chroma authentication credentials',
         default=None,
     )

api/configs/middleware/vdb/elasticsearch_config.py

@@ -1,30 +0,0 @@
-from typing import Optional
-
-from pydantic import Field, PositiveInt
-from pydantic_settings import BaseSettings
-
-
-class ElasticsearchConfig(BaseSettings):
-    """
-    Configuration settings for Elasticsearch
-    """
-
-    ELASTICSEARCH_HOST: Optional[str] = Field(
-        description="Hostname or IP address of the Elasticsearch server (e.g., 'localhost' or '192.168.1.100')",
-        default="127.0.0.1",
-    )
-
-    ELASTICSEARCH_PORT: PositiveInt = Field(
-        description="Port number on which the Elasticsearch server is listening (default is 9200)",
-        default=9200,
-    )
-
-    ELASTICSEARCH_USERNAME: Optional[str] = Field(
-        description="Username for authenticating with Elasticsearch (default is 'elastic')",
-        default="elastic",
-    )
-
-    ELASTICSEARCH_PASSWORD: Optional[str] = Field(
-        description="Password for authenticating with Elasticsearch (default is 'elastic')",
-        default="elastic",
-    )

api/configs/middleware/vdb/milvus_config.py

@@ -1,35 +1,40 @@
 from typing import Optional
 
-from pydantic import Field
+from pydantic import Field, PositiveInt
 from pydantic_settings import BaseSettings
 
 
 class MilvusConfig(BaseSettings):
     """
-    Configuration settings for Milvus vector database
+    Milvus configs
     """
 
-    MILVUS_URI: Optional[str] = Field(
-        description="URI for connecting to the Milvus server (e.g., 'http://localhost:19530' or 'https://milvus-instance.example.com:19530')",
-        default="http://127.0.0.1:19530",
-    )
-
-    MILVUS_TOKEN: Optional[str] = Field(
-        description="Authentication token for Milvus, if token-based authentication is enabled",
+    MILVUS_HOST: Optional[str] = Field(
+        description='Milvus host',
         default=None,
     )
 
+    MILVUS_PORT: PositiveInt = Field(
+        description='Milvus RestFul API port',
+        default=9091,
+    )
+
     MILVUS_USER: Optional[str] = Field(
-        description="Username for authenticating with Milvus, if username/password authentication is enabled",
+        description='Milvus user',
         default=None,
     )
 
     MILVUS_PASSWORD: Optional[str] = Field(
-        description="Password for authenticating with Milvus, if username/password authentication is enabled",
+        description='Milvus password',
         default=None,
     )
 
-    MILVUS_DATABASE: str = Field(
-        description="Name of the Milvus database to connect to (default is 'default')",
-        default="default",
+    MILVUS_SECURE: bool = Field(
+        description='whether to use SSL connection for Milvus',
+        default=False,
+    )
+
+    MILVUS_DATABASE: str = Field(
+        description='Milvus database, default to `default`',
+        default='default',
     )

api/configs/middleware/vdb/myscale_config.py

@@ -1,37 +1,39 @@
+from typing import Optional
+
 from pydantic import BaseModel, Field, PositiveInt
 
 
 class MyScaleConfig(BaseModel):
     """
-    Configuration settings for MyScale vector database
+    MyScale configs
     """
 
-    MYSCALE_HOST: str = Field(
-        description="Hostname or IP address of the MyScale server (e.g., 'localhost' or 'myscale.example.com')",
-        default="localhost",
+    MYSCALE_HOST: Optional[str] = Field(
+        description='MyScale host',
+        default=None,
     )
 
-    MYSCALE_PORT: PositiveInt = Field(
-        description="Port number on which the MyScale server is listening (default is 8123)",
+    MYSCALE_PORT: Optional[PositiveInt] = Field(
+        description='MyScale port',
         default=8123,
     )
 
-    MYSCALE_USER: str = Field(
-        description="Username for authenticating with MyScale (default is 'default')",
-        default="default",
+    MYSCALE_USER: Optional[str] = Field(
+        description='MyScale user',
+        default=None,
     )
 
-    MYSCALE_PASSWORD: str = Field(
-        description="Password for authenticating with MyScale (default is an empty string)",
-        default="",
+    MYSCALE_PASSWORD: Optional[str] = Field(
+        description='MyScale password',
+        default=None,
     )
 
-    MYSCALE_DATABASE: str = Field(
-        description="Name of the MyScale database to connect to (default is 'default')",
-        default="default",
+    MYSCALE_DATABASE: Optional[str] = Field(
+        description='MyScale database name',
+        default=None,
     )
 
-    MYSCALE_FTS_PARAMS: str = Field(
-        description="Additional parameters for MyScale Full Text Search index)",
-        default="",
+    MYSCALE_FTS_PARAMS: Optional[str] = Field(
+        description='MyScale fts index parameters',
+        default=None,
     )

api/configs/middleware/vdb/opensearch_config.py

@@ -6,30 +6,30 @@ from pydantic_settings import BaseSettings
 
 class OpenSearchConfig(BaseSettings):
     """
-    Configuration settings for OpenSearch
+    OpenSearch configs
     """
 
     OPENSEARCH_HOST: Optional[str] = Field(
-        description="Hostname or IP address of the OpenSearch server (e.g., 'localhost' or 'opensearch.example.com')",
+        description='OpenSearch host',
         default=None,
     )
 
     OPENSEARCH_PORT: PositiveInt = Field(
-        description="Port number on which the OpenSearch server is listening (default is 9200)",
+        description='OpenSearch port',
         default=9200,
     )
 
     OPENSEARCH_USER: Optional[str] = Field(
-        description="Username for authenticating with OpenSearch",
+        description='OpenSearch user',
         default=None,
     )
 
     OPENSEARCH_PASSWORD: Optional[str] = Field(
-        description="Password for authenticating with OpenSearch",
+        description='OpenSearch password',
         default=None,
     )
 
     OPENSEARCH_SECURE: bool = Field(
-        description="Whether to use SSL/TLS encrypted connection for OpenSearch (True for HTTPS, False for HTTP)",
+        description='whether to use SSL connection for OpenSearch',
         default=False,
     )

api/configs/middleware/vdb/oracle_config.py

@@ -6,30 +6,30 @@ from pydantic_settings import BaseSettings
 
 class OracleConfig(BaseSettings):
     """
-    Configuration settings for Oracle database
+    ORACLE configs
     """
 
     ORACLE_HOST: Optional[str] = Field(
-        description="Hostname or IP address of the Oracle database server (e.g., 'localhost' or 'oracle.example.com')",
+        description='ORACLE host',
         default=None,
     )
 
     ORACLE_PORT: Optional[PositiveInt] = Field(
-        description="Port number on which the Oracle database server is listening (default is 1521)",
+        description='ORACLE port',
         default=1521,
     )
 
     ORACLE_USER: Optional[str] = Field(
-        description="Username for authenticating with the Oracle database",
+        description='ORACLE user',
         default=None,
     )
 
     ORACLE_PASSWORD: Optional[str] = Field(
-        description="Password for authenticating with the Oracle database",
+        description='ORACLE password',
         default=None,
     )
 
     ORACLE_DATABASE: Optional[str] = Field(
-        description="Name of the Oracle database or service to connect to (e.g., 'ORCL' or 'pdborcl')",
+        description='ORACLE database',
         default=None,
     )

api/configs/middleware/vdb/pgvector_config.py

@@ -6,40 +6,30 @@ from pydantic_settings import BaseSettings
 
 class PGVectorConfig(BaseSettings):
     """
-    Configuration settings for PGVector (PostgreSQL with vector extension)
+    PGVector configs
     """
 
     PGVECTOR_HOST: Optional[str] = Field(
-        description="Hostname or IP address of the PostgreSQL server with PGVector extension (e.g., 'localhost')",
+        description='PGVector host',
         default=None,
     )
 
     PGVECTOR_PORT: Optional[PositiveInt] = Field(
-        description="Port number on which the PostgreSQL server is listening (default is 5433)",
+        description='PGVector port',
         default=5433,
     )
 
     PGVECTOR_USER: Optional[str] = Field(
-        description="Username for authenticating with the PostgreSQL database",
+        description='PGVector user',
         default=None,
     )
 
     PGVECTOR_PASSWORD: Optional[str] = Field(
-        description="Password for authenticating with the PostgreSQL database",
+        description='PGVector password',
         default=None,
     )
 
     PGVECTOR_DATABASE: Optional[str] = Field(
-        description="Name of the PostgreSQL database to connect to",
+        description='PGVector database',
         default=None,
     )
-
-    PGVECTOR_MIN_CONNECTION: PositiveInt = Field(
-        description="Min connection of the PostgreSQL database",
-        default=1,
-    )
-
-    PGVECTOR_MAX_CONNECTION: PositiveInt = Field(
-        description="Max connection of the PostgreSQL database",
-        default=5,
-    )

api/configs/middleware/vdb/pgvectors_config.py

@@ -6,30 +6,30 @@ from pydantic_settings import BaseSettings
 
 class PGVectoRSConfig(BaseSettings):
     """
-    Configuration settings for PGVecto.RS (Rust-based vector extension for PostgreSQL)
+    PGVectoRS configs
     """
 
     PGVECTO_RS_HOST: Optional[str] = Field(
-        description="Hostname or IP address of the PostgreSQL server with PGVecto.RS extension (e.g., 'localhost')",
+        description='PGVectoRS host',
         default=None,
     )
 
     PGVECTO_RS_PORT: Optional[PositiveInt] = Field(
-        description="Port number on which the PostgreSQL server with PGVecto.RS is listening (default is 5431)",
+        description='PGVectoRS port',
         default=5431,
     )
 
     PGVECTO_RS_USER: Optional[str] = Field(
-        description="Username for authenticating with the PostgreSQL database using PGVecto.RS",
+        description='PGVectoRS user',
         default=None,
     )
 
     PGVECTO_RS_PASSWORD: Optional[str] = Field(
-        description="Password for authenticating with the PostgreSQL database using PGVecto.RS",
+        description='PGVectoRS password',
         default=None,
     )
 
     PGVECTO_RS_DATABASE: Optional[str] = Field(
-        description="Name of the PostgreSQL database with PGVecto.RS extension to connect to",
+        description='PGVectoRS database',
         default=None,
     )

api/configs/middleware/vdb/qdrant_config.py

@@ -6,30 +6,30 @@ from pydantic_settings import BaseSettings
 
 class QdrantConfig(BaseSettings):
     """
-    Configuration settings for Qdrant vector database
+    Qdrant configs
     """
 
     QDRANT_URL: Optional[str] = Field(
-        description="URL of the Qdrant server (e.g., 'http://localhost:6333' or 'https://qdrant.example.com')",
+        description='Qdrant url',
         default=None,
     )
 
     QDRANT_API_KEY: Optional[str] = Field(
-        description="API key for authenticating with the Qdrant server",
+        description='Qdrant api key',
         default=None,
     )
 
     QDRANT_CLIENT_TIMEOUT: NonNegativeInt = Field(
-        description="Timeout in seconds for Qdrant client operations (default is 20 seconds)",
+        description='Qdrant client timeout in seconds',
         default=20,
     )
 
     QDRANT_GRPC_ENABLED: bool = Field(
-        description="Whether to enable gRPC support for Qdrant connection (True for gRPC, False for HTTP)",
+        description='whether enable grpc support for Qdrant connection',
         default=False,
     )
 
     QDRANT_GRPC_PORT: PositiveInt = Field(
-        description="Port number for gRPC connection to Qdrant server (default is 6334)",
+        description='Qdrant grpc port',
         default=6334,
     )

api/configs/middleware/vdb/relyt_config.py

@@ -6,30 +6,30 @@ from pydantic_settings import BaseSettings
 
 class RelytConfig(BaseSettings):
     """
-    Configuration settings for Relyt database
+    Relyt configs
     """
 
     RELYT_HOST: Optional[str] = Field(
-        description="Hostname or IP address of the Relyt server (e.g., 'localhost' or 'relyt.example.com')",
+        description='Relyt host',
         default=None,
     )
 
     RELYT_PORT: PositiveInt = Field(
-        description="Port number on which the Relyt server is listening (default is 9200)",
+        description='Relyt port',
         default=9200,
     )
 
     RELYT_USER: Optional[str] = Field(
-        description="Username for authenticating with the Relyt database",
+        description='Relyt user',
         default=None,
     )
 
     RELYT_PASSWORD: Optional[str] = Field(
-        description="Password for authenticating with the Relyt database",
+        description='Relyt password',
         default=None,
     )
 
     RELYT_DATABASE: Optional[str] = Field(
-        description="Name of the Relyt database to connect to (default is 'default')",
-        default="default",
+        description='Relyt database',
+        default='default',
     )

api/configs/middleware/vdb/tencent_vector_config.py

@@ -6,45 +6,45 @@ from pydantic_settings import BaseSettings
 
 class TencentVectorDBConfig(BaseSettings):
     """
-    Configuration settings for Tencent Vector Database
+    Tencent Vector configs
     """
 
     TENCENT_VECTOR_DB_URL: Optional[str] = Field(
-        description="URL of the Tencent Vector Database service (e.g., 'https://vectordb.tencentcloudapi.com')",
+        description='Tencent Vector URL',
         default=None,
     )
 
     TENCENT_VECTOR_DB_API_KEY: Optional[str] = Field(
-        description="API key for authenticating with the Tencent Vector Database service",
+        description='Tencent Vector API key',
         default=None,
     )
 
     TENCENT_VECTOR_DB_TIMEOUT: PositiveInt = Field(
-        description="Timeout in seconds for Tencent Vector Database operations (default is 30 seconds)",
+        description='Tencent Vector timeout in seconds',
         default=30,
     )
 
     TENCENT_VECTOR_DB_USERNAME: Optional[str] = Field(
-        description="Username for authenticating with the Tencent Vector Database (if required)",
+        description='Tencent Vector username',
         default=None,
     )
 
     TENCENT_VECTOR_DB_PASSWORD: Optional[str] = Field(
-        description="Password for authenticating with the Tencent Vector Database (if required)",
+        description='Tencent Vector password',
         default=None,
     )
 
     TENCENT_VECTOR_DB_SHARD: PositiveInt = Field(
-        description="Number of shards for the Tencent Vector Database (default is 1)",
+        description='Tencent Vector sharding number',
         default=1,
     )
 
     TENCENT_VECTOR_DB_REPLICAS: NonNegativeInt = Field(
-        description="Number of replicas for the Tencent Vector Database (default is 2)",
+        description='Tencent Vector replicas',
         default=2,
     )
 
     TENCENT_VECTOR_DB_DATABASE: Optional[str] = Field(
-        description="Name of the specific Tencent Vector Database to connect to",
+        description='Tencent Vector Database',
         default=None,
     )

api/configs/middleware/vdb/tidb_vector_config.py

@@ -6,30 +6,30 @@ from pydantic_settings import BaseSettings
 
 class TiDBVectorConfig(BaseSettings):
     """
-    Configuration settings for TiDB Vector database
+    TiDB Vector configs
     """
 
     TIDB_VECTOR_HOST: Optional[str] = Field(
-        description="Hostname or IP address of the TiDB Vector server (e.g., 'localhost' or 'tidb.example.com')",
+        description='TiDB Vector host',
         default=None,
     )
 
     TIDB_VECTOR_PORT: Optional[PositiveInt] = Field(
-        description="Port number on which the TiDB Vector server is listening (default is 4000)",
+        description='TiDB Vector port',
         default=4000,
     )
 
     TIDB_VECTOR_USER: Optional[str] = Field(
-        description="Username for authenticating with the TiDB Vector database",
+        description='TiDB Vector user',
         default=None,
     )
 
     TIDB_VECTOR_PASSWORD: Optional[str] = Field(
-        description="Password for authenticating with the TiDB Vector database",
+        description='TiDB Vector password',
         default=None,
     )
 
     TIDB_VECTOR_DATABASE: Optional[str] = Field(
-        description="Name of the TiDB Vector database to connect to",
+        description='TiDB Vector database',
         default=None,
     )

api/configs/middleware/vdb/weaviate_config.py

@@ -6,25 +6,25 @@ from pydantic_settings import BaseSettings
 
 class WeaviateConfig(BaseSettings):
     """
-    Configuration settings for Weaviate vector database
+    Weaviate configs
     """
 
     WEAVIATE_ENDPOINT: Optional[str] = Field(
-        description="URL of the Weaviate server (e.g., 'http://localhost:8080' or 'https://weaviate.example.com')",
+        description='Weaviate endpoint URL',
         default=None,
     )
 
     WEAVIATE_API_KEY: Optional[str] = Field(
-        description="API key for authenticating with the Weaviate server",
+        description='Weaviate API key',
         default=None,
     )
 
     WEAVIATE_GRPC_ENABLED: bool = Field(
-        description="Whether to enable gRPC for Weaviate connection (True for gRPC, False for HTTP)",
+        description='whether to enable gRPC for Weaviate connection',
         default=True,
     )
 
     WEAVIATE_BATCH_SIZE: PositiveInt = Field(
-        description="Number of objects to be processed in a single batch operation (default is 100)",
+        description='Weaviate batch size',
         default=100,
     )

api/configs/packaging/__init__.py

@@ -8,11 +8,11 @@ class PackagingInfo(BaseSettings):
     """
 
     CURRENT_VERSION: str = Field(
-        description="Dify version",
-        default="0.9.1-fix1",
+        description='Dify version',
+        default='0.6.13',
     )
 
     COMMIT_SHA: str = Field(
         description="SHA-1 checksum of the git commit used to build the app",
-        default="",
+        default='',
     )

api/constants/__init__.py

@@ -1,2 +0,0 @@
-HIDDEN_VALUE = "[__HIDDEN__]"
-UUID_NIL = "00000000-0000-0000-0000-000000000000"

api/constants/languages.py

@@ -1,22 +1,20 @@
 language_timezone_mapping = {
-    "en-US": "America/New_York",
-    "zh-Hans": "Asia/Shanghai",
-    "zh-Hant": "Asia/Taipei",
-    "pt-BR": "America/Sao_Paulo",
-    "es-ES": "Europe/Madrid",
-    "fr-FR": "Europe/Paris",
-    "de-DE": "Europe/Berlin",
-    "ja-JP": "Asia/Tokyo",
-    "ko-KR": "Asia/Seoul",
-    "ru-RU": "Europe/Moscow",
-    "it-IT": "Europe/Rome",
-    "uk-UA": "Europe/Kyiv",
-    "vi-VN": "Asia/Ho_Chi_Minh",
-    "ro-RO": "Europe/Bucharest",
-    "pl-PL": "Europe/Warsaw",
-    "hi-IN": "Asia/Kolkata",
-    "tr-TR": "Europe/Istanbul",
-    "fa-IR": "Asia/Tehran",
+    'en-US': 'America/New_York',
+    'zh-Hans': 'Asia/Shanghai',
+    'zh-Hant': 'Asia/Taipei',
+    'pt-BR': 'America/Sao_Paulo',
+    'es-ES': 'Europe/Madrid',
+    'fr-FR': 'Europe/Paris',
+    'de-DE': 'Europe/Berlin',
+    'ja-JP': 'Asia/Tokyo',
+    'ko-KR': 'Asia/Seoul',
+    'ru-RU': 'Europe/Moscow',
+    'it-IT': 'Europe/Rome',
+    'uk-UA': 'Europe/Kyiv',
+    'vi-VN': 'Asia/Ho_Chi_Minh',
+    'ro-RO': 'Europe/Bucharest',
+    'pl-PL': 'Europe/Warsaw',
+    'hi-IN': 'Asia/Kolkata',
 }
 
 languages = list(language_timezone_mapping.keys())
@@ -26,5 +24,6 @@ def supported_language(lang):
     if lang in languages:
         return lang
 
-    error = "{lang} is not a valid language.".format(lang=lang)
+    error = ('{lang} is not a valid language.'
+             .format(lang=lang))
     raise ValueError(error)

api/constants/model_template.py

@@ -5,79 +5,82 @@ from models.model import AppMode
 default_app_templates = {
     # workflow default mode
     AppMode.WORKFLOW: {
-        "app": {
-            "mode": AppMode.WORKFLOW.value,
-            "enable_site": True,
-            "enable_api": True,
+        'app': {
+            'mode': AppMode.WORKFLOW.value,
+            'enable_site': True,
+            'enable_api': True
         }
     },
+
     # completion default mode
     AppMode.COMPLETION: {
-        "app": {
-            "mode": AppMode.COMPLETION.value,
-            "enable_site": True,
-            "enable_api": True,
+        'app': {
+            'mode': AppMode.COMPLETION.value,
+            'enable_site': True,
+            'enable_api': True
         },
-        "model_config": {
-            "model": {
+        'model_config': {
+            'model': {
                 "provider": "openai",
                 "name": "gpt-4o",
                 "mode": "chat",
-                "completion_params": {},
+                "completion_params": {}
             },
-            "user_input_form": json.dumps(
-                [
-                    {
-                        "paragraph": {
-                            "label": "Query",
-                            "variable": "query",
-                            "required": True,
-                            "default": "",
-                        },
-                    },
-                ]
-            ),
-            "pre_prompt": "{{query}}",
+            'user_input_form': json.dumps([
+                {
+                    "paragraph": {
+                        "label": "Query",
+                        "variable": "query",
+                        "required": True,
+                        "default": ""
+                    }
+                }
+            ]),
+            'pre_prompt': '{{query}}'
         },
+
     },
+
     # chat default mode
     AppMode.CHAT: {
-        "app": {
-            "mode": AppMode.CHAT.value,
-            "enable_site": True,
-            "enable_api": True,
+        'app': {
+            'mode': AppMode.CHAT.value,
+            'enable_site': True,
+            'enable_api': True
         },
-        "model_config": {
-            "model": {
+        'model_config': {
+            'model': {
                 "provider": "openai",
                 "name": "gpt-4o",
                 "mode": "chat",
-                "completion_params": {},
-            },
-        },
+                "completion_params": {}
+            }
+        }
     },
+
     # advanced-chat default mode
     AppMode.ADVANCED_CHAT: {
-        "app": {
-            "mode": AppMode.ADVANCED_CHAT.value,
-            "enable_site": True,
-            "enable_api": True,
-        },
+        'app': {
+            'mode': AppMode.ADVANCED_CHAT.value,
+            'enable_site': True,
+            'enable_api': True
+        }
     },
+
     # agent-chat default mode
     AppMode.AGENT_CHAT: {
-        "app": {
-            "mode": AppMode.AGENT_CHAT.value,
-            "enable_site": True,
-            "enable_api": True,
+        'app': {
+            'mode': AppMode.AGENT_CHAT.value,
+            'enable_site': True,
+            'enable_api': True
         },
-        "model_config": {
-            "model": {
+        'model_config': {
+            'model': {
                 "provider": "openai",
                 "name": "gpt-4o",
                 "mode": "chat",
-                "completion_params": {},
-            },
-        },
-    },
+                "completion_params": {}
+            }
+        }
+    }
 }

api/contexts/__init__.py

@@ -1,7 +0,0 @@
-from contextvars import ContextVar
-
-from core.workflow.entities.variable_pool import VariablePool
-
-tenant_id: ContextVar[str] = ContextVar("tenant_id")
-
-workflow_variable_pool: ContextVar[VariablePool] = ContextVar("workflow_variable_pool")

api/controllers/__init__.py

@@ -1 +1,3 @@
 
+
+

api/controllers/console/__init__.py

@@ -2,7 +2,7 @@ from flask import Blueprint
 
 from libs.external_api import ExternalApi
 
-bp = Blueprint("console", __name__, url_prefix="/console/api")
+bp = Blueprint('console', __name__, url_prefix='/console/api')
 api = ExternalApi(bp)
 
 # Import other controllers
@@ -17,7 +17,6 @@ from .app import (
     audio,
     completion,
     conversation,
-    conversation_variables,
     generator,
     message,
     model_config,
@@ -37,16 +36,7 @@ from .auth import activate, data_source_bearer_auth, data_source_oauth, forgot_p
 from .billing import billing
 
 # Import datasets controllers
-from .datasets import (
-    data_source,
-    datasets,
-    datasets_document,
-    datasets_segments,
-    external,
-    file,
-    hit_testing,
-    website,
-)
+from .datasets import data_source, datasets, datasets_document, datasets_segments, file, hit_testing, website
 
 # Import explore controllers
 from .explore import (

api/controllers/console/admin.py

@@ -15,24 +15,24 @@ from models.model import App, InstalledApp, RecommendedApp
 def admin_required(view):
     @wraps(view)
     def decorated(*args, **kwargs):
-        if not os.getenv("ADMIN_API_KEY"):
-            raise Unauthorized("API key is invalid.")
+        if not os.getenv('ADMIN_API_KEY'):
+            raise Unauthorized('API key is invalid.')
 
-        auth_header = request.headers.get("Authorization")
+        auth_header = request.headers.get('Authorization')
         if auth_header is None:
-            raise Unauthorized("Authorization header is missing.")
+            raise Unauthorized('Authorization header is missing.')
 
-        if " " not in auth_header:
-            raise Unauthorized("Invalid Authorization header format. Expected 'Bearer <api-key>' format.")
+        if ' ' not in auth_header:
+            raise Unauthorized('Invalid Authorization header format. Expected \'Bearer <api-key>\' format.')
 
         auth_scheme, auth_token = auth_header.split(None, 1)
         auth_scheme = auth_scheme.lower()
 
-        if auth_scheme != "bearer":
-            raise Unauthorized("Invalid Authorization header format. Expected 'Bearer <api-key>' format.")
+        if auth_scheme != 'bearer':
+            raise Unauthorized('Invalid Authorization header format. Expected \'Bearer <api-key>\' format.')
 
-        if os.getenv("ADMIN_API_KEY") != auth_token:
-            raise Unauthorized("API key is invalid.")
+        if os.getenv('ADMIN_API_KEY') != auth_token:
+            raise Unauthorized('API key is invalid.')
 
         return view(*args, **kwargs)
 
@@ -44,33 +44,37 @@ class InsertExploreAppListApi(Resource):
     @admin_required
     def post(self):
         parser = reqparse.RequestParser()
-        parser.add_argument("app_id", type=str, required=True, nullable=False, location="json")
-        parser.add_argument("desc", type=str, location="json")
-        parser.add_argument("copyright", type=str, location="json")
-        parser.add_argument("privacy_policy", type=str, location="json")
-        parser.add_argument("custom_disclaimer", type=str, location="json")
-        parser.add_argument("language", type=supported_language, required=True, nullable=False, location="json")
-        parser.add_argument("category", type=str, required=True, nullable=False, location="json")
-        parser.add_argument("position", type=int, required=True, nullable=False, location="json")
+        parser.add_argument('app_id', type=str, required=True, nullable=False, location='json')
+        parser.add_argument('desc', type=str, location='json')
+        parser.add_argument('copyright', type=str, location='json')
+        parser.add_argument('privacy_policy', type=str, location='json')
+        parser.add_argument('custom_disclaimer', type=str, location='json')
+        parser.add_argument('language', type=supported_language, required=True, nullable=False, location='json')
+        parser.add_argument('category', type=str, required=True, nullable=False, location='json')
+        parser.add_argument('position', type=int, required=True, nullable=False, location='json')
         args = parser.parse_args()
 
-        app = App.query.filter(App.id == args["app_id"]).first()
+        app = App.query.filter(App.id == args['app_id']).first()
         if not app:
             raise NotFound(f'App \'{args["app_id"]}\' is not found')
 
         site = app.site
         if not site:
-            desc = args["desc"] or ""
-            copy_right = args["copyright"] or ""
-            privacy_policy = args["privacy_policy"] or ""
-            custom_disclaimer = args["custom_disclaimer"] or ""
+            desc = args['desc'] if args['desc'] else ''
+            copy_right = args['copyright'] if args['copyright'] else ''
+            privacy_policy = args['privacy_policy'] if args['privacy_policy'] else ''
+            custom_disclaimer = args['custom_disclaimer'] if args['custom_disclaimer'] else ''
         else:
-            desc = site.description or args["desc"] or ""
-            copy_right = site.copyright or args["copyright"] or ""
-            privacy_policy = site.privacy_policy or args["privacy_policy"] or ""
-            custom_disclaimer = site.custom_disclaimer or args["custom_disclaimer"] or ""
+            desc = site.description if site.description else \
+                args['desc'] if args['desc'] else ''
+            copy_right = site.copyright if site.copyright else \
+                args['copyright'] if args['copyright'] else ''
+            privacy_policy = site.privacy_policy if site.privacy_policy else \
+                args['privacy_policy'] if args['privacy_policy']  else ''
+            custom_disclaimer = site.custom_disclaimer if site.custom_disclaimer else \
+                args['custom_disclaimer'] if args['custom_disclaimer'] else ''
 
-        recommended_app = RecommendedApp.query.filter(RecommendedApp.app_id == args["app_id"]).first()
+        recommended_app = RecommendedApp.query.filter(RecommendedApp.app_id == args['app_id']).first()
 
         if not recommended_app:
             recommended_app = RecommendedApp(
@@ -79,9 +83,9 @@ class InsertExploreAppListApi(Resource):
                 copyright=copy_right,
                 privacy_policy=privacy_policy,
                 custom_disclaimer=custom_disclaimer,
-                language=args["language"],
-                category=args["category"],
-                position=args["position"],
+                language=args['language'],
+                category=args['category'],
+                position=args['position']
             )
 
             db.session.add(recommended_app)
@@ -89,21 +93,21 @@ class InsertExploreAppListApi(Resource):
             app.is_public = True
             db.session.commit()
 
-            return {"result": "success"}, 201
+            return {'result': 'success'}, 201
         else:
             recommended_app.description = desc
             recommended_app.copyright = copy_right
             recommended_app.privacy_policy = privacy_policy
             recommended_app.custom_disclaimer = custom_disclaimer
-            recommended_app.language = args["language"]
-            recommended_app.category = args["category"]
-            recommended_app.position = args["position"]
+            recommended_app.language = args['language']
+            recommended_app.category = args['category']
+            recommended_app.position = args['position']
 
             app.is_public = True
 
             db.session.commit()
 
-            return {"result": "success"}, 200
+            return {'result': 'success'}, 200
 
 
 class InsertExploreAppApi(Resource):
@@ -112,14 +116,15 @@ class InsertExploreAppApi(Resource):
     def delete(self, app_id):
         recommended_app = RecommendedApp.query.filter(RecommendedApp.app_id == str(app_id)).first()
         if not recommended_app:
-            return {"result": "success"}, 204
+            return {'result': 'success'}, 204
 
         app = App.query.filter(App.id == recommended_app.app_id).first()
         if app:
             app.is_public = False
 
         installed_apps = InstalledApp.query.filter(
-            InstalledApp.app_id == recommended_app.app_id, InstalledApp.tenant_id != InstalledApp.app_owner_tenant_id
+            InstalledApp.app_id == recommended_app.app_id,
+            InstalledApp.tenant_id != InstalledApp.app_owner_tenant_id
         ).all()
 
         for installed_app in installed_apps:
@@ -128,8 +133,8 @@ class InsertExploreAppApi(Resource):
         db.session.delete(recommended_app)
         db.session.commit()
 
-        return {"result": "success"}, 204
+        return {'result': 'success'}, 204
 
 
-api.add_resource(InsertExploreAppListApi, "/admin/insert-explore-apps")
-api.add_resource(InsertExploreAppApi, "/admin/insert-explore-apps/<uuid:app_id>")
+api.add_resource(InsertExploreAppListApi, '/admin/insert-explore-apps')
+api.add_resource(InsertExploreAppApi, '/admin/insert-explore-apps/<uuid:app_id>')

api/controllers/console/apikey.py

@@ -14,21 +14,26 @@ from .setup import setup_required
 from .wraps import account_initialization_required
 
 api_key_fields = {
-    "id": fields.String,
-    "type": fields.String,
-    "token": fields.String,
-    "last_used_at": TimestampField,
-    "created_at": TimestampField,
+    'id': fields.String,
+    'type': fields.String,
+    'token': fields.String,
+    'last_used_at': TimestampField,
+    'created_at': TimestampField
 }
 
-api_key_list = {"data": fields.List(fields.Nested(api_key_fields), attribute="items")}
+api_key_list = {
+    'data': fields.List(fields.Nested(api_key_fields), attribute="items")
+}
 
 
 def _get_resource(resource_id, tenant_id, resource_model):
-    resource = resource_model.query.filter_by(id=resource_id, tenant_id=tenant_id).first()
+    resource = resource_model.query.filter_by(
+        id=resource_id, tenant_id=tenant_id
+    ).first()
 
     if resource is None:
-        flask_restful.abort(404, message=f"{resource_model.__name__} not found.")
+        flask_restful.abort(
+            404, message=f"{resource_model.__name__} not found.")
 
     return resource
 
@@ -45,32 +50,30 @@ class BaseApiKeyListResource(Resource):
     @marshal_with(api_key_list)
     def get(self, resource_id):
         resource_id = str(resource_id)
-        _get_resource(resource_id, current_user.current_tenant_id, self.resource_model)
-        keys = (
-            db.session.query(ApiToken)
-            .filter(ApiToken.type == self.resource_type, getattr(ApiToken, self.resource_id_field) == resource_id)
-            .all()
-        )
+        _get_resource(resource_id, current_user.current_tenant_id,
+                      self.resource_model)
+        keys = db.session.query(ApiToken). \
+            filter(ApiToken.type == self.resource_type, getattr(ApiToken, self.resource_id_field) == resource_id). \
+            all()
         return {"items": keys}
 
     @marshal_with(api_key_fields)
     def post(self, resource_id):
         resource_id = str(resource_id)
-        _get_resource(resource_id, current_user.current_tenant_id, self.resource_model)
-        if not current_user.is_editor:
+        _get_resource(resource_id, current_user.current_tenant_id,
+                      self.resource_model)
+        if not current_user.is_admin_or_owner:
             raise Forbidden()
 
-        current_key_count = (
-            db.session.query(ApiToken)
-            .filter(ApiToken.type == self.resource_type, getattr(ApiToken, self.resource_id_field) == resource_id)
-            .count()
-        )
+        current_key_count = db.session.query(ApiToken). \
+            filter(ApiToken.type == self.resource_type, getattr(ApiToken, self.resource_id_field) == resource_id). \
+            count()
 
         if current_key_count >= self.max_keys:
             flask_restful.abort(
                 400,
                 message=f"Cannot create more than {self.max_keys} API keys for this resource type.",
-                code="max_keys_exceeded",
+                code='max_keys_exceeded'
             )
 
         key = ApiToken.generate_api_key(self.token_prefix, 24)
@@ -94,78 +97,79 @@ class BaseApiKeyResource(Resource):
     def delete(self, resource_id, api_key_id):
         resource_id = str(resource_id)
         api_key_id = str(api_key_id)
-        _get_resource(resource_id, current_user.current_tenant_id, self.resource_model)
+        _get_resource(resource_id, current_user.current_tenant_id,
+                      self.resource_model)
 
         # The role of the current user in the ta table must be admin or owner
         if not current_user.is_admin_or_owner:
             raise Forbidden()
 
-        key = (
-            db.session.query(ApiToken)
-            .filter(
-                getattr(ApiToken, self.resource_id_field) == resource_id,
-                ApiToken.type == self.resource_type,
-                ApiToken.id == api_key_id,
-            )
-            .first()
-        )
+        key = db.session.query(ApiToken). \
+            filter(getattr(ApiToken, self.resource_id_field) == resource_id, ApiToken.type == self.resource_type, ApiToken.id == api_key_id). \
+            first()
 
         if key is None:
-            flask_restful.abort(404, message="API key not found")
+            flask_restful.abort(404, message='API key not found')
 
         db.session.query(ApiToken).filter(ApiToken.id == api_key_id).delete()
         db.session.commit()
 
-        return {"result": "success"}, 204
+        return {'result': 'success'}, 204
 
 
 class AppApiKeyListResource(BaseApiKeyListResource):
+
     def after_request(self, resp):
-        resp.headers["Access-Control-Allow-Origin"] = "*"
-        resp.headers["Access-Control-Allow-Credentials"] = "true"
+        resp.headers['Access-Control-Allow-Origin'] = '*'
+        resp.headers['Access-Control-Allow-Credentials'] = 'true'
         return resp
 
-    resource_type = "app"
+    resource_type = 'app'
     resource_model = App
-    resource_id_field = "app_id"
-    token_prefix = "app-"
+    resource_id_field = 'app_id'
+    token_prefix = 'app-'
 
 
 class AppApiKeyResource(BaseApiKeyResource):
+
     def after_request(self, resp):
-        resp.headers["Access-Control-Allow-Origin"] = "*"
-        resp.headers["Access-Control-Allow-Credentials"] = "true"
+        resp.headers['Access-Control-Allow-Origin'] = '*'
+        resp.headers['Access-Control-Allow-Credentials'] = 'true'
         return resp
 
-    resource_type = "app"
+    resource_type = 'app'
     resource_model = App
-    resource_id_field = "app_id"
+    resource_id_field = 'app_id'
 
 
 class DatasetApiKeyListResource(BaseApiKeyListResource):
+
     def after_request(self, resp):
-        resp.headers["Access-Control-Allow-Origin"] = "*"
-        resp.headers["Access-Control-Allow-Credentials"] = "true"
+        resp.headers['Access-Control-Allow-Origin'] = '*'
+        resp.headers['Access-Control-Allow-Credentials'] = 'true'
         return resp
 
-    resource_type = "dataset"
+    resource_type = 'dataset'
     resource_model = Dataset
-    resource_id_field = "dataset_id"
-    token_prefix = "ds-"
+    resource_id_field = 'dataset_id'
+    token_prefix = 'ds-'
 
 
 class DatasetApiKeyResource(BaseApiKeyResource):
+
     def after_request(self, resp):
-        resp.headers["Access-Control-Allow-Origin"] = "*"
-        resp.headers["Access-Control-Allow-Credentials"] = "true"
+        resp.headers['Access-Control-Allow-Origin'] = '*'
+        resp.headers['Access-Control-Allow-Credentials'] = 'true'
         return resp
-
-    resource_type = "dataset"
+    resource_type = 'dataset'
     resource_model = Dataset
-    resource_id_field = "dataset_id"
+    resource_id_field = 'dataset_id'
 
 
-api.add_resource(AppApiKeyListResource, "/apps/<uuid:resource_id>/api-keys")
-api.add_resource(AppApiKeyResource, "/apps/<uuid:resource_id>/api-keys/<uuid:api_key_id>")
-api.add_resource(DatasetApiKeyListResource, "/datasets/<uuid:resource_id>/api-keys")
-api.add_resource(DatasetApiKeyResource, "/datasets/<uuid:resource_id>/api-keys/<uuid:api_key_id>")
+api.add_resource(AppApiKeyListResource, '/apps/<uuid:resource_id>/api-keys')
+api.add_resource(AppApiKeyResource,
+                 '/apps/<uuid:resource_id>/api-keys/<uuid:api_key_id>')
+api.add_resource(DatasetApiKeyListResource,
+                 '/datasets/<uuid:resource_id>/api-keys')
+api.add_resource(DatasetApiKeyResource,
+                 '/datasets/<uuid:resource_id>/api-keys/<uuid:api_key_id>')

api/controllers/console/app/advanced_prompt_template.py

@@ -8,18 +8,19 @@ from services.advanced_prompt_template_service import AdvancedPromptTemplateServ
 
 
 class AdvancedPromptTemplateList(Resource):
+    
     @setup_required
     @login_required
     @account_initialization_required
     def get(self):
+         
         parser = reqparse.RequestParser()
-        parser.add_argument("app_mode", type=str, required=True, location="args")
-        parser.add_argument("model_mode", type=str, required=True, location="args")
-        parser.add_argument("has_context", type=str, required=False, default="true", location="args")
-        parser.add_argument("model_name", type=str, required=True, location="args")
+        parser.add_argument('app_mode', type=str, required=True, location='args')
+        parser.add_argument('model_mode', type=str, required=True, location='args')
+        parser.add_argument('has_context', type=str, required=False, default='true', location='args')
+        parser.add_argument('model_name', type=str, required=True, location='args')
         args = parser.parse_args()
 
         return AdvancedPromptTemplateService.get_prompt(args)
 
-
-api.add_resource(AdvancedPromptTemplateList, "/app/prompt-templates")
+api.add_resource(AdvancedPromptTemplateList, '/app/prompt-templates')

api/controllers/console/app/agent.py

@@ -18,12 +18,15 @@ class AgentLogApi(Resource):
     def get(self, app_model):
         """Get agent logs"""
         parser = reqparse.RequestParser()
-        parser.add_argument("message_id", type=uuid_value, required=True, location="args")
-        parser.add_argument("conversation_id", type=uuid_value, required=True, location="args")
+        parser.add_argument('message_id', type=uuid_value, required=True, location='args')
+        parser.add_argument('conversation_id', type=uuid_value, required=True, location='args')
 
         args = parser.parse_args()
 
-        return AgentService.get_agent_logs(app_model, args["conversation_id"], args["message_id"])
-
-
-api.add_resource(AgentLogApi, "/apps/<uuid:app_id>/agent/logs")
+        return AgentService.get_agent_logs(
+            app_model,
+            args['conversation_id'],
+            args['message_id']
+        )
+    
+api.add_resource(AgentLogApi, '/apps/<uuid:app_id>/agent/logs')

api/controllers/console/app/annotation.py

@@ -21,23 +21,24 @@ class AnnotationReplyActionApi(Resource):
     @setup_required
     @login_required
     @account_initialization_required
-    @cloud_edition_billing_resource_check("annotation")
+    @cloud_edition_billing_resource_check('annotation')
     def post(self, app_id, action):
-        if not current_user.is_editor:
+        # The role of the current user in the ta table must be admin or owner
+        if not current_user.is_admin_or_owner:
             raise Forbidden()
 
         app_id = str(app_id)
         parser = reqparse.RequestParser()
-        parser.add_argument("score_threshold", required=True, type=float, location="json")
-        parser.add_argument("embedding_provider_name", required=True, type=str, location="json")
-        parser.add_argument("embedding_model_name", required=True, type=str, location="json")
+        parser.add_argument('score_threshold', required=True, type=float, location='json')
+        parser.add_argument('embedding_provider_name', required=True, type=str, location='json')
+        parser.add_argument('embedding_model_name', required=True, type=str, location='json')
         args = parser.parse_args()
-        if action == "enable":
+        if action == 'enable':
             result = AppAnnotationService.enable_app_annotation(args, app_id)
-        elif action == "disable":
+        elif action == 'disable':
             result = AppAnnotationService.disable_app_annotation(app_id)
         else:
-            raise ValueError("Unsupported annotation reply action")
+            raise ValueError('Unsupported annotation reply action')
         return result, 200
 
 
@@ -46,7 +47,8 @@ class AppAnnotationSettingDetailApi(Resource):
     @login_required
     @account_initialization_required
     def get(self, app_id):
-        if not current_user.is_editor:
+        # The role of the current user in the ta table must be admin or owner
+        if not current_user.is_admin_or_owner:
             raise Forbidden()
 
         app_id = str(app_id)
@@ -59,14 +61,15 @@ class AppAnnotationSettingUpdateApi(Resource):
     @login_required
     @account_initialization_required
     def post(self, app_id, annotation_setting_id):
-        if not current_user.is_editor:
+        # The role of the current user in the ta table must be admin or owner
+        if not current_user.is_admin_or_owner:
             raise Forbidden()
 
         app_id = str(app_id)
         annotation_setting_id = str(annotation_setting_id)
 
         parser = reqparse.RequestParser()
-        parser.add_argument("score_threshold", required=True, type=float, location="json")
+        parser.add_argument('score_threshold', required=True, type=float, location='json')
         args = parser.parse_args()
 
         result = AppAnnotationService.update_app_annotation_setting(app_id, annotation_setting_id, args)
@@ -77,24 +80,29 @@ class AnnotationReplyActionStatusApi(Resource):
     @setup_required
     @login_required
     @account_initialization_required
-    @cloud_edition_billing_resource_check("annotation")
+    @cloud_edition_billing_resource_check('annotation')
     def get(self, app_id, job_id, action):
-        if not current_user.is_editor:
+        # The role of the current user in the ta table must be admin or owner
+        if not current_user.is_admin_or_owner:
             raise Forbidden()
 
         job_id = str(job_id)
-        app_annotation_job_key = "{}_app_annotation_job_{}".format(action, str(job_id))
+        app_annotation_job_key = '{}_app_annotation_job_{}'.format(action, str(job_id))
         cache_result = redis_client.get(app_annotation_job_key)
         if cache_result is None:
             raise ValueError("The job is not exist.")
 
         job_status = cache_result.decode()
-        error_msg = ""
-        if job_status == "error":
-            app_annotation_error_key = "{}_app_annotation_error_{}".format(action, str(job_id))
+        error_msg = ''
+        if job_status == 'error':
+            app_annotation_error_key = '{}_app_annotation_error_{}'.format(action, str(job_id))
             error_msg = redis_client.get(app_annotation_error_key).decode()
 
-        return {"job_id": job_id, "job_status": job_status, "error_msg": error_msg}, 200
+        return {
+            'job_id': job_id,
+            'job_status': job_status,
+            'error_msg': error_msg
+        }, 200
 
 
 class AnnotationListApi(Resource):
@@ -102,21 +110,22 @@ class AnnotationListApi(Resource):
     @login_required
     @account_initialization_required
     def get(self, app_id):
-        if not current_user.is_editor:
+        # The role of the current user in the ta table must be admin or owner
+        if not current_user.is_admin_or_owner:
             raise Forbidden()
 
-        page = request.args.get("page", default=1, type=int)
-        limit = request.args.get("limit", default=20, type=int)
-        keyword = request.args.get("keyword", default=None, type=str)
+        page = request.args.get('page', default=1, type=int)
+        limit = request.args.get('limit', default=20, type=int)
+        keyword = request.args.get('keyword', default=None, type=str)
 
         app_id = str(app_id)
         annotation_list, total = AppAnnotationService.get_annotation_list_by_app_id(app_id, page, limit, keyword)
         response = {
-            "data": marshal(annotation_list, annotation_fields),
-            "has_more": len(annotation_list) == limit,
-            "limit": limit,
-            "total": total,
-            "page": page,
+            'data': marshal(annotation_list, annotation_fields),
+            'has_more': len(annotation_list) == limit,
+            'limit': limit,
+            'total': total,
+            'page': page
         }
         return response, 200
 
@@ -126,12 +135,15 @@ class AnnotationExportApi(Resource):
     @login_required
     @account_initialization_required
     def get(self, app_id):
-        if not current_user.is_editor:
+        # The role of the current user in the ta table must be admin or owner
+        if not current_user.is_admin_or_owner:
             raise Forbidden()
 
         app_id = str(app_id)
         annotation_list = AppAnnotationService.export_annotation_list_by_app_id(app_id)
-        response = {"data": marshal(annotation_list, annotation_fields)}
+        response = {
+            'data': marshal(annotation_list, annotation_fields)
+        }
         return response, 200
 
 
@@ -139,16 +151,17 @@ class AnnotationCreateApi(Resource):
     @setup_required
     @login_required
     @account_initialization_required
-    @cloud_edition_billing_resource_check("annotation")
+    @cloud_edition_billing_resource_check('annotation')
     @marshal_with(annotation_fields)
     def post(self, app_id):
-        if not current_user.is_editor:
+        # The role of the current user in the ta table must be admin or owner
+        if not current_user.is_admin_or_owner:
             raise Forbidden()
 
         app_id = str(app_id)
         parser = reqparse.RequestParser()
-        parser.add_argument("question", required=True, type=str, location="json")
-        parser.add_argument("answer", required=True, type=str, location="json")
+        parser.add_argument('question', required=True, type=str, location='json')
+        parser.add_argument('answer', required=True, type=str, location='json')
         args = parser.parse_args()
         annotation = AppAnnotationService.insert_app_annotation_directly(args, app_id)
         return annotation
@@ -158,17 +171,18 @@ class AnnotationUpdateDeleteApi(Resource):
     @setup_required
     @login_required
     @account_initialization_required
-    @cloud_edition_billing_resource_check("annotation")
+    @cloud_edition_billing_resource_check('annotation')
     @marshal_with(annotation_fields)
     def post(self, app_id, annotation_id):
-        if not current_user.is_editor:
+        # The role of the current user in the ta table must be admin or owner
+        if not current_user.is_admin_or_owner:
             raise Forbidden()
 
         app_id = str(app_id)
         annotation_id = str(annotation_id)
         parser = reqparse.RequestParser()
-        parser.add_argument("question", required=True, type=str, location="json")
-        parser.add_argument("answer", required=True, type=str, location="json")
+        parser.add_argument('question', required=True, type=str, location='json')
+        parser.add_argument('answer', required=True, type=str, location='json')
         args = parser.parse_args()
         annotation = AppAnnotationService.update_app_annotation_directly(args, app_id, annotation_id)
         return annotation
@@ -177,35 +191,37 @@ class AnnotationUpdateDeleteApi(Resource):
     @login_required
     @account_initialization_required
     def delete(self, app_id, annotation_id):
-        if not current_user.is_editor:
+        # The role of the current user in the ta table must be admin or owner
+        if not current_user.is_admin_or_owner:
             raise Forbidden()
 
         app_id = str(app_id)
         annotation_id = str(annotation_id)
         AppAnnotationService.delete_app_annotation(app_id, annotation_id)
-        return {"result": "success"}, 200
+        return {'result': 'success'}, 200
 
 
 class AnnotationBatchImportApi(Resource):
     @setup_required
     @login_required
     @account_initialization_required
-    @cloud_edition_billing_resource_check("annotation")
+    @cloud_edition_billing_resource_check('annotation')
     def post(self, app_id):
-        if not current_user.is_editor:
+        # The role of the current user in the ta table must be admin or owner
+        if not current_user.is_admin_or_owner:
             raise Forbidden()
 
         app_id = str(app_id)
         # get file from request
-        file = request.files["file"]
+        file = request.files['file']
         # check file
-        if "file" not in request.files:
+        if 'file' not in request.files:
             raise NoFileUploadedError()
 
         if len(request.files) > 1:
             raise TooManyFilesError()
         # check file type
-        if not file.filename.endswith(".csv"):
+        if not file.filename.endswith('.csv'):
             raise ValueError("Invalid file type. Only CSV files are allowed")
         return AppAnnotationService.batch_import_app_annotations(app_id, file)
 
@@ -214,23 +230,28 @@ class AnnotationBatchImportStatusApi(Resource):
     @setup_required
     @login_required
     @account_initialization_required
-    @cloud_edition_billing_resource_check("annotation")
+    @cloud_edition_billing_resource_check('annotation')
     def get(self, app_id, job_id):
-        if not current_user.is_editor:
+        # The role of the current user in the ta table must be admin or owner
+        if not current_user.is_admin_or_owner:
             raise Forbidden()
 
         job_id = str(job_id)
-        indexing_cache_key = "app_annotation_batch_import_{}".format(str(job_id))
+        indexing_cache_key = 'app_annotation_batch_import_{}'.format(str(job_id))
         cache_result = redis_client.get(indexing_cache_key)
         if cache_result is None:
             raise ValueError("The job is not exist.")
         job_status = cache_result.decode()
-        error_msg = ""
-        if job_status == "error":
-            indexing_error_msg_key = "app_annotation_batch_import_error_msg_{}".format(str(job_id))
+        error_msg = ''
+        if job_status == 'error':
+            indexing_error_msg_key = 'app_annotation_batch_import_error_msg_{}'.format(str(job_id))
             error_msg = redis_client.get(indexing_error_msg_key).decode()
 
-        return {"job_id": job_id, "job_status": job_status, "error_msg": error_msg}, 200
+        return {
+            'job_id': job_id,
+            'job_status': job_status,
+            'error_msg': error_msg
+        }, 200
 
 
 class AnnotationHitHistoryListApi(Resource):
@@ -238,35 +259,34 @@ class AnnotationHitHistoryListApi(Resource):
     @login_required
     @account_initialization_required
     def get(self, app_id, annotation_id):
-        if not current_user.is_editor:
+        # The role of the current user in the table must be admin or owner
+        if not current_user.is_admin_or_owner:
             raise Forbidden()
 
-        page = request.args.get("page", default=1, type=int)
-        limit = request.args.get("limit", default=20, type=int)
+        page = request.args.get('page', default=1, type=int)
+        limit = request.args.get('limit', default=20, type=int)
         app_id = str(app_id)
         annotation_id = str(annotation_id)
-        annotation_hit_history_list, total = AppAnnotationService.get_annotation_hit_histories(
-            app_id, annotation_id, page, limit
-        )
+        annotation_hit_history_list, total = AppAnnotationService.get_annotation_hit_histories(app_id, annotation_id,
+                                                                                               page, limit)
         response = {
-            "data": marshal(annotation_hit_history_list, annotation_hit_history_fields),
-            "has_more": len(annotation_hit_history_list) == limit,
-            "limit": limit,
-            "total": total,
-            "page": page,
+            'data': marshal(annotation_hit_history_list, annotation_hit_history_fields),
+            'has_more': len(annotation_hit_history_list) == limit,
+            'limit': limit,
+            'total': total,
+            'page': page
         }
         return response
 
 
-api.add_resource(AnnotationReplyActionApi, "/apps/<uuid:app_id>/annotation-reply/<string:action>")
-api.add_resource(
-    AnnotationReplyActionStatusApi, "/apps/<uuid:app_id>/annotation-reply/<string:action>/status/<uuid:job_id>"
-)
-api.add_resource(AnnotationListApi, "/apps/<uuid:app_id>/annotations")
-api.add_resource(AnnotationExportApi, "/apps/<uuid:app_id>/annotations/export")
-api.add_resource(AnnotationUpdateDeleteApi, "/apps/<uuid:app_id>/annotations/<uuid:annotation_id>")
-api.add_resource(AnnotationBatchImportApi, "/apps/<uuid:app_id>/annotations/batch-import")
-api.add_resource(AnnotationBatchImportStatusApi, "/apps/<uuid:app_id>/annotations/batch-import-status/<uuid:job_id>")
-api.add_resource(AnnotationHitHistoryListApi, "/apps/<uuid:app_id>/annotations/<uuid:annotation_id>/hit-histories")
-api.add_resource(AppAnnotationSettingDetailApi, "/apps/<uuid:app_id>/annotation-setting")
-api.add_resource(AppAnnotationSettingUpdateApi, "/apps/<uuid:app_id>/annotation-settings/<uuid:annotation_setting_id>")
+api.add_resource(AnnotationReplyActionApi, '/apps/<uuid:app_id>/annotation-reply/<string:action>')
+api.add_resource(AnnotationReplyActionStatusApi,
+                 '/apps/<uuid:app_id>/annotation-reply/<string:action>/status/<uuid:job_id>')
+api.add_resource(AnnotationListApi, '/apps/<uuid:app_id>/annotations')
+api.add_resource(AnnotationExportApi, '/apps/<uuid:app_id>/annotations/export')
+api.add_resource(AnnotationUpdateDeleteApi, '/apps/<uuid:app_id>/annotations/<uuid:annotation_id>')
+api.add_resource(AnnotationBatchImportApi, '/apps/<uuid:app_id>/annotations/batch-import')
+api.add_resource(AnnotationBatchImportStatusApi, '/apps/<uuid:app_id>/annotations/batch-import-status/<uuid:job_id>')
+api.add_resource(AnnotationHitHistoryListApi, '/apps/<uuid:app_id>/annotations/<uuid:annotation_id>/hit-histories')
+api.add_resource(AppAnnotationSettingDetailApi, '/apps/<uuid:app_id>/annotation-setting')
+api.add_resource(AppAnnotationSettingUpdateApi, '/apps/<uuid:app_id>/annotation-settings/<uuid:annotation_setting_id>')

api/controllers/console/app/app.py

@@ -15,38 +15,29 @@ from fields.app_fields import (
     app_pagination_fields,
 )
 from libs.login import login_required
-from services.app_dsl_service import AppDslService
 from services.app_service import AppService
 
-ALLOW_CREATE_APP_MODES = ["chat", "agent-chat", "advanced-chat", "workflow", "completion"]
+ALLOW_CREATE_APP_MODES = ['chat', 'agent-chat', 'advanced-chat', 'workflow', 'completion']
 
 
 class AppListApi(Resource):
+
     @setup_required
     @login_required
     @account_initialization_required
     def get(self):
         """Get app list"""
-
         def uuid_list(value):
             try:
-                return [str(uuid.UUID(v)) for v in value.split(",")]
+                return [str(uuid.UUID(v)) for v in value.split(',')]
             except ValueError:
                 abort(400, message="Invalid UUID format in tag_ids.")
-
         parser = reqparse.RequestParser()
-        parser.add_argument("page", type=inputs.int_range(1, 99999), required=False, default=1, location="args")
-        parser.add_argument("limit", type=inputs.int_range(1, 100), required=False, default=20, location="args")
-        parser.add_argument(
-            "mode",
-            type=str,
-            choices=["chat", "workflow", "agent-chat", "channel", "all"],
-            default="all",
-            location="args",
-            required=False,
-        )
-        parser.add_argument("name", type=str, location="args", required=False)
-        parser.add_argument("tag_ids", type=uuid_list, location="args", required=False)
+        parser.add_argument('page', type=inputs.int_range(1, 99999), required=False, default=1, location='args')
+        parser.add_argument('limit', type=inputs.int_range(1, 100), required=False, default=20, location='args')
+        parser.add_argument('mode', type=str, choices=['chat', 'workflow', 'agent-chat', 'channel', 'all'], default='all', location='args', required=False)
+        parser.add_argument('name', type=str, location='args', required=False)
+        parser.add_argument('tag_ids', type=uuid_list, location='args', required=False)
 
         args = parser.parse_args()
 
@@ -54,7 +45,7 @@ class AppListApi(Resource):
         app_service = AppService()
         app_pagination = app_service.get_paginate_apps(current_user.current_tenant_id, args)
         if not app_pagination:
-            return {"data": [], "total": 0, "page": 1, "limit": 20, "has_more": False}
+            return {'data': [], 'total': 0, 'page': 1, 'limit': 20, 'has_more': False}
 
         return marshal(app_pagination, app_pagination_fields)
 
@@ -62,23 +53,22 @@ class AppListApi(Resource):
     @login_required
     @account_initialization_required
     @marshal_with(app_detail_fields)
-    @cloud_edition_billing_resource_check("apps")
+    @cloud_edition_billing_resource_check('apps')
     def post(self):
         """Create app"""
         parser = reqparse.RequestParser()
-        parser.add_argument("name", type=str, required=True, location="json")
-        parser.add_argument("description", type=str, location="json")
-        parser.add_argument("mode", type=str, choices=ALLOW_CREATE_APP_MODES, location="json")
-        parser.add_argument("icon_type", type=str, location="json")
-        parser.add_argument("icon", type=str, location="json")
-        parser.add_argument("icon_background", type=str, location="json")
+        parser.add_argument('name', type=str, required=True, location='json')
+        parser.add_argument('description', type=str, location='json')
+        parser.add_argument('mode', type=str, choices=ALLOW_CREATE_APP_MODES, location='json')
+        parser.add_argument('icon', type=str, location='json')
+        parser.add_argument('icon_background', type=str, location='json')
         args = parser.parse_args()
 
         # The role of the current user in the ta table must be admin, owner, or editor
         if not current_user.is_editor:
             raise Forbidden()
 
-        if "mode" not in args or args["mode"] is None:
+        if 'mode' not in args or args['mode'] is None:
             raise BadRequest("mode is required")
 
         app_service = AppService()
@@ -92,7 +82,7 @@ class AppImportApi(Resource):
     @login_required
     @account_initialization_required
     @marshal_with(app_detail_fields_with_site)
-    @cloud_edition_billing_resource_check("apps")
+    @cloud_edition_billing_resource_check('apps')
     def post(self):
         """Import app"""
         # The role of the current user in the ta table must be admin, owner, or editor
@@ -100,49 +90,21 @@ class AppImportApi(Resource):
             raise Forbidden()
 
         parser = reqparse.RequestParser()
-        parser.add_argument("data", type=str, required=True, nullable=False, location="json")
-        parser.add_argument("name", type=str, location="json")
-        parser.add_argument("description", type=str, location="json")
-        parser.add_argument("icon_type", type=str, location="json")
-        parser.add_argument("icon", type=str, location="json")
-        parser.add_argument("icon_background", type=str, location="json")
+        parser.add_argument('data', type=str, required=True, nullable=False, location='json')
+        parser.add_argument('name', type=str, location='json')
+        parser.add_argument('description', type=str, location='json')
+        parser.add_argument('icon', type=str, location='json')
+        parser.add_argument('icon_background', type=str, location='json')
         args = parser.parse_args()
 
-        app = AppDslService.import_and_create_new_app(
-            tenant_id=current_user.current_tenant_id, data=args["data"], args=args, account=current_user
-        )
-
-        return app, 201
-
-
-class AppImportFromUrlApi(Resource):
-    @setup_required
-    @login_required
-    @account_initialization_required
-    @marshal_with(app_detail_fields_with_site)
-    @cloud_edition_billing_resource_check("apps")
-    def post(self):
-        """Import app from url"""
-        # The role of the current user in the ta table must be admin, owner, or editor
-        if not current_user.is_editor:
-            raise Forbidden()
-
-        parser = reqparse.RequestParser()
-        parser.add_argument("url", type=str, required=True, nullable=False, location="json")
-        parser.add_argument("name", type=str, location="json")
-        parser.add_argument("description", type=str, location="json")
-        parser.add_argument("icon", type=str, location="json")
-        parser.add_argument("icon_background", type=str, location="json")
-        args = parser.parse_args()
-
-        app = AppDslService.import_and_create_new_app_from_url(
-            tenant_id=current_user.current_tenant_id, url=args["url"], args=args, account=current_user
-        )
+        app_service = AppService()
+        app = app_service.import_app(current_user.current_tenant_id, args['data'], args, current_user)
 
         return app, 201
 
 
 class AppApi(Resource):
+
     @setup_required
     @login_required
     @account_initialization_required
@@ -166,15 +128,13 @@ class AppApi(Resource):
         # The role of the current user in the ta table must be admin, owner, or editor
         if not current_user.is_editor:
             raise Forbidden()
-
+        
         parser = reqparse.RequestParser()
-        parser.add_argument("name", type=str, required=True, nullable=False, location="json")
-        parser.add_argument("description", type=str, location="json")
-        parser.add_argument("icon_type", type=str, location="json")
-        parser.add_argument("icon", type=str, location="json")
-        parser.add_argument("icon_background", type=str, location="json")
-        parser.add_argument("max_active_requests", type=int, location="json")
-        parser.add_argument("use_icon_as_answer_icon", type=bool, location="json")
+        parser.add_argument('name', type=str, required=True, nullable=False, location='json')
+        parser.add_argument('description', type=str, location='json')
+        parser.add_argument('icon', type=str, location='json')
+        parser.add_argument('icon_background', type=str, location='json')
+        parser.add_argument('max_active_requests', type=int, location='json')
         args = parser.parse_args()
 
         app_service = AppService()
@@ -195,7 +155,7 @@ class AppApi(Resource):
         app_service = AppService()
         app_service.delete_app(app_model)
 
-        return {"result": "success"}, 204
+        return {'result': 'success'}, 204
 
 
 class AppCopyApi(Resource):
@@ -211,17 +171,15 @@ class AppCopyApi(Resource):
             raise Forbidden()
 
         parser = reqparse.RequestParser()
-        parser.add_argument("name", type=str, location="json")
-        parser.add_argument("description", type=str, location="json")
-        parser.add_argument("icon_type", type=str, location="json")
-        parser.add_argument("icon", type=str, location="json")
-        parser.add_argument("icon_background", type=str, location="json")
+        parser.add_argument('name', type=str, location='json')
+        parser.add_argument('description', type=str, location='json')
+        parser.add_argument('icon', type=str, location='json')
+        parser.add_argument('icon_background', type=str, location='json')
         args = parser.parse_args()
 
-        data = AppDslService.export_dsl(app_model=app_model, include_secret=True)
-        app = AppDslService.import_and_create_new_app(
-            tenant_id=current_user.current_tenant_id, data=data, args=args, account=current_user
-        )
+        app_service = AppService()
+        data = app_service.export_app(app_model)
+        app = app_service.import_app(current_user.current_tenant_id, data, args, current_user)
 
         return app, 201
 
@@ -237,12 +195,11 @@ class AppExportApi(Resource):
         if not current_user.is_editor:
             raise Forbidden()
 
-        # Add include_secret params
-        parser = reqparse.RequestParser()
-        parser.add_argument("include_secret", type=inputs.boolean, default=False, location="args")
-        args = parser.parse_args()
+        app_service = AppService()
 
-        return {"data": AppDslService.export_dsl(app_model=app_model, include_secret=args["include_secret"])}
+        return {
+            "data": app_service.export_app(app_model)
+        }
 
 
 class AppNameApi(Resource):
@@ -255,13 +212,13 @@ class AppNameApi(Resource):
         # The role of the current user in the ta table must be admin, owner, or editor
         if not current_user.is_editor:
             raise Forbidden()
-
+        
         parser = reqparse.RequestParser()
-        parser.add_argument("name", type=str, required=True, location="json")
+        parser.add_argument('name', type=str, required=True, location='json')
         args = parser.parse_args()
 
         app_service = AppService()
-        app_model = app_service.update_app_name(app_model, args.get("name"))
+        app_model = app_service.update_app_name(app_model, args.get('name'))
 
         return app_model
 
@@ -276,14 +233,14 @@ class AppIconApi(Resource):
         # The role of the current user in the ta table must be admin, owner, or editor
         if not current_user.is_editor:
             raise Forbidden()
-
+        
         parser = reqparse.RequestParser()
-        parser.add_argument("icon", type=str, location="json")
-        parser.add_argument("icon_background", type=str, location="json")
+        parser.add_argument('icon', type=str, location='json')
+        parser.add_argument('icon_background', type=str, location='json')
         args = parser.parse_args()
 
         app_service = AppService()
-        app_model = app_service.update_app_icon(app_model, args.get("icon"), args.get("icon_background"))
+        app_model = app_service.update_app_icon(app_model, args.get('icon'), args.get('icon_background'))
 
         return app_model
 
@@ -298,13 +255,13 @@ class AppSiteStatus(Resource):
         # The role of the current user in the ta table must be admin, owner, or editor
         if not current_user.is_editor:
             raise Forbidden()
-
+        
         parser = reqparse.RequestParser()
-        parser.add_argument("enable_site", type=bool, required=True, location="json")
+        parser.add_argument('enable_site', type=bool, required=True, location='json')
         args = parser.parse_args()
 
         app_service = AppService()
-        app_model = app_service.update_app_site_status(app_model, args.get("enable_site"))
+        app_model = app_service.update_app_site_status(app_model, args.get('enable_site'))
 
         return app_model
 
@@ -319,13 +276,13 @@ class AppApiStatus(Resource):
         # The role of the current user in the ta table must be admin or owner
         if not current_user.is_admin_or_owner:
             raise Forbidden()
-
+        
         parser = reqparse.RequestParser()
-        parser.add_argument("enable_api", type=bool, required=True, location="json")
+        parser.add_argument('enable_api', type=bool, required=True, location='json')
         args = parser.parse_args()
 
         app_service = AppService()
-        app_model = app_service.update_app_api_status(app_model, args.get("enable_api"))
+        app_model = app_service.update_app_api_status(app_model, args.get('enable_api'))
 
         return app_model
 
@@ -336,7 +293,9 @@ class AppTraceApi(Resource):
     @account_initialization_required
     def get(self, app_id):
         """Get app trace"""
-        app_trace_config = OpsTraceManager.get_app_tracing_config(app_id=app_id)
+        app_trace_config = OpsTraceManager.get_app_tracing_config(
+            app_id=app_id
+        )
 
         return app_trace_config
 
@@ -348,27 +307,26 @@ class AppTraceApi(Resource):
         if not current_user.is_admin_or_owner:
             raise Forbidden()
         parser = reqparse.RequestParser()
-        parser.add_argument("enabled", type=bool, required=True, location="json")
-        parser.add_argument("tracing_provider", type=str, required=True, location="json")
+        parser.add_argument('enabled', type=bool, required=True, location='json')
+        parser.add_argument('tracing_provider', type=str, required=True, location='json')
         args = parser.parse_args()
 
         OpsTraceManager.update_app_tracing_config(
             app_id=app_id,
-            enabled=args["enabled"],
-            tracing_provider=args["tracing_provider"],
+            enabled=args['enabled'],
+            tracing_provider=args['tracing_provider'],
         )
 
         return {"result": "success"}
 
 
-api.add_resource(AppListApi, "/apps")
-api.add_resource(AppImportApi, "/apps/import")
-api.add_resource(AppImportFromUrlApi, "/apps/import/url")
-api.add_resource(AppApi, "/apps/<uuid:app_id>")
-api.add_resource(AppCopyApi, "/apps/<uuid:app_id>/copy")
-api.add_resource(AppExportApi, "/apps/<uuid:app_id>/export")
-api.add_resource(AppNameApi, "/apps/<uuid:app_id>/name")
-api.add_resource(AppIconApi, "/apps/<uuid:app_id>/icon")
-api.add_resource(AppSiteStatus, "/apps/<uuid:app_id>/site-enable")
-api.add_resource(AppApiStatus, "/apps/<uuid:app_id>/api-enable")
-api.add_resource(AppTraceApi, "/apps/<uuid:app_id>/trace")
+api.add_resource(AppListApi, '/apps')
+api.add_resource(AppImportApi, '/apps/import')
+api.add_resource(AppApi, '/apps/<uuid:app_id>')
+api.add_resource(AppCopyApi, '/apps/<uuid:app_id>/copy')
+api.add_resource(AppExportApi, '/apps/<uuid:app_id>/export')
+api.add_resource(AppNameApi, '/apps/<uuid:app_id>/name')
+api.add_resource(AppIconApi, '/apps/<uuid:app_id>/icon')
+api.add_resource(AppSiteStatus, '/apps/<uuid:app_id>/site-enable')
+api.add_resource(AppApiStatus, '/apps/<uuid:app_id>/api-enable')
+api.add_resource(AppTraceApi, '/apps/<uuid:app_id>/trace')

api/controllers/console/app/audio.py

@@ -39,7 +39,7 @@ class ChatMessageAudioApi(Resource):
     @account_initialization_required
     @get_app_model(mode=[AppMode.CHAT, AppMode.AGENT_CHAT, AppMode.ADVANCED_CHAT])
     def post(self, app_model):
-        file = request.files["file"]
+        file = request.files['file']
 
         try:
             response = AudioService.transcript_asr(
@@ -85,27 +85,31 @@ class ChatMessageTextApi(Resource):
 
         try:
             parser = reqparse.RequestParser()
-            parser.add_argument("message_id", type=str, location="json")
-            parser.add_argument("text", type=str, location="json")
-            parser.add_argument("voice", type=str, location="json")
-            parser.add_argument("streaming", type=bool, location="json")
+            parser.add_argument('message_id', type=str, location='json')
+            parser.add_argument('text', type=str, location='json')
+            parser.add_argument('voice', type=str, location='json')
+            parser.add_argument('streaming', type=bool, location='json')
             args = parser.parse_args()
 
-            message_id = args.get("message_id", None)
-            text = args.get("text", None)
-            if (
-                app_model.mode in {AppMode.ADVANCED_CHAT.value, AppMode.WORKFLOW.value}
-                and app_model.workflow
-                and app_model.workflow.features_dict
-            ):
-                text_to_speech = app_model.workflow.features_dict.get("text_to_speech")
-                voice = args.get("voice") or text_to_speech.get("voice")
+            message_id = args.get('message_id', None)
+            text = args.get('text', None)
+            if (app_model.mode in [AppMode.ADVANCED_CHAT.value, AppMode.WORKFLOW.value]
+                    and app_model.workflow
+                    and app_model.workflow.features_dict):
+                text_to_speech = app_model.workflow.features_dict.get('text_to_speech')
+                voice = args.get('voice') if args.get('voice') else text_to_speech.get('voice')
             else:
                 try:
-                    voice = args.get("voice") or app_model.app_model_config.text_to_speech_dict.get("voice")
+                    voice = args.get('voice') if args.get('voice') else app_model.app_model_config.text_to_speech_dict.get(
+                        'voice')
                 except Exception:
                     voice = None
-            response = AudioService.transcript_tts(app_model=app_model, text=text, message_id=message_id, voice=voice)
+            response = AudioService.transcript_tts(
+                app_model=app_model,
+                text=text,
+                message_id=message_id,
+                voice=voice
+            )
             return response
         except services.errors.app_model_config.AppModelConfigBrokenError:
             logging.exception("App model config broken.")
@@ -141,12 +145,12 @@ class TextModesApi(Resource):
     def get(self, app_model):
         try:
             parser = reqparse.RequestParser()
-            parser.add_argument("language", type=str, required=True, location="args")
+            parser.add_argument('language', type=str, required=True, location='args')
             args = parser.parse_args()
 
             response = AudioService.transcript_tts_voices(
                 tenant_id=app_model.tenant_id,
-                language=args["language"],
+                language=args['language'],
             )
 
             return response
@@ -175,6 +179,6 @@ class TextModesApi(Resource):
             raise InternalServerError()
 
 
-api.add_resource(ChatMessageAudioApi, "/apps/<uuid:app_id>/audio-to-text")
-api.add_resource(ChatMessageTextApi, "/apps/<uuid:app_id>/text-to-audio")
-api.add_resource(TextModesApi, "/apps/<uuid:app_id>/text-to-audio/voices")
+api.add_resource(ChatMessageAudioApi, '/apps/<uuid:app_id>/audio-to-text')
+api.add_resource(ChatMessageTextApi, '/apps/<uuid:app_id>/text-to-audio')
+api.add_resource(TextModesApi, '/apps/<uuid:app_id>/text-to-audio/voices')

api/controllers/console/app/completion.py

@@ -17,7 +17,6 @@ from controllers.console.app.error import (
 from controllers.console.app.wraps import get_app_model
 from controllers.console.setup import setup_required
 from controllers.console.wraps import account_initialization_required
-from controllers.web.error import InvokeRateLimitError as InvokeRateLimitHttpError
 from core.app.apps.base_app_queue_manager import AppQueueManager
 from core.app.entities.app_invoke_entities import InvokeFrom
 from core.errors.error import (
@@ -32,33 +31,37 @@ from libs.helper import uuid_value
 from libs.login import login_required
 from models.model import AppMode
 from services.app_generate_service import AppGenerateService
-from services.errors.llm import InvokeRateLimitError
 
 
 # define completion message api for user
 class CompletionMessageApi(Resource):
+
     @setup_required
     @login_required
     @account_initialization_required
     @get_app_model(mode=AppMode.COMPLETION)
     def post(self, app_model):
         parser = reqparse.RequestParser()
-        parser.add_argument("inputs", type=dict, required=True, location="json")
-        parser.add_argument("query", type=str, location="json", default="")
-        parser.add_argument("files", type=list, required=False, location="json")
-        parser.add_argument("model_config", type=dict, required=True, location="json")
-        parser.add_argument("response_mode", type=str, choices=["blocking", "streaming"], location="json")
-        parser.add_argument("retriever_from", type=str, required=False, default="dev", location="json")
+        parser.add_argument('inputs', type=dict, required=True, location='json')
+        parser.add_argument('query', type=str, location='json', default='')
+        parser.add_argument('files', type=list, required=False, location='json')
+        parser.add_argument('model_config', type=dict, required=True, location='json')
+        parser.add_argument('response_mode', type=str, choices=['blocking', 'streaming'], location='json')
+        parser.add_argument('retriever_from', type=str, required=False, default='dev', location='json')
         args = parser.parse_args()
 
-        streaming = args["response_mode"] != "blocking"
-        args["auto_generate_name"] = False
+        streaming = args['response_mode'] != 'blocking'
+        args['auto_generate_name'] = False
 
         account = flask_login.current_user
 
         try:
             response = AppGenerateService.generate(
-                app_model=app_model, user=account, args=args, invoke_from=InvokeFrom.DEBUGGER, streaming=streaming
+                app_model=app_model,
+                user=account,
+                args=args,
+                invoke_from=InvokeFrom.DEBUGGER,
+                streaming=streaming
             )
 
             return helper.compact_generate_response(response)
@@ -94,7 +97,7 @@ class CompletionMessageStopApi(Resource):
 
         AppQueueManager.set_stop_flag(task_id, InvokeFrom.DEBUGGER, account.id)
 
-        return {"result": "success"}, 200
+        return {'result': 'success'}, 200
 
 
 class ChatMessageApi(Resource):
@@ -104,24 +107,27 @@ class ChatMessageApi(Resource):
     @get_app_model(mode=[AppMode.CHAT, AppMode.AGENT_CHAT])
     def post(self, app_model):
         parser = reqparse.RequestParser()
-        parser.add_argument("inputs", type=dict, required=True, location="json")
-        parser.add_argument("query", type=str, required=True, location="json")
-        parser.add_argument("files", type=list, required=False, location="json")
-        parser.add_argument("model_config", type=dict, required=True, location="json")
-        parser.add_argument("conversation_id", type=uuid_value, location="json")
-        parser.add_argument("parent_message_id", type=uuid_value, required=False, location="json")
-        parser.add_argument("response_mode", type=str, choices=["blocking", "streaming"], location="json")
-        parser.add_argument("retriever_from", type=str, required=False, default="dev", location="json")
+        parser.add_argument('inputs', type=dict, required=True, location='json')
+        parser.add_argument('query', type=str, required=True, location='json')
+        parser.add_argument('files', type=list, required=False, location='json')
+        parser.add_argument('model_config', type=dict, required=True, location='json')
+        parser.add_argument('conversation_id', type=uuid_value, location='json')
+        parser.add_argument('response_mode', type=str, choices=['blocking', 'streaming'], location='json')
+        parser.add_argument('retriever_from', type=str, required=False, default='dev', location='json')
         args = parser.parse_args()
 
-        streaming = args["response_mode"] != "blocking"
-        args["auto_generate_name"] = False
+        streaming = args['response_mode'] != 'blocking'
+        args['auto_generate_name'] = False
 
         account = flask_login.current_user
 
         try:
             response = AppGenerateService.generate(
-                app_model=app_model, user=account, args=args, invoke_from=InvokeFrom.DEBUGGER, streaming=streaming
+                app_model=app_model,
+                user=account,
+                args=args,
+                invoke_from=InvokeFrom.DEBUGGER,
+                streaming=streaming
             )
 
             return helper.compact_generate_response(response)
@@ -138,8 +144,6 @@ class ChatMessageApi(Resource):
             raise ProviderQuotaExceededError()
         except ModelCurrentlyNotSupportError:
             raise ProviderModelCurrentlyNotSupportError()
-        except InvokeRateLimitError as ex:
-            raise InvokeRateLimitHttpError(ex.description)
         except InvokeError as e:
             raise CompletionRequestError(e.description)
         except (ValueError, AppInvokeQuotaExceededError) as e:
@@ -159,10 +163,10 @@ class ChatMessageStopApi(Resource):
 
         AppQueueManager.set_stop_flag(task_id, InvokeFrom.DEBUGGER, account.id)
 
-        return {"result": "success"}, 200
+        return {'result': 'success'}, 200
 
 
-api.add_resource(CompletionMessageApi, "/apps/<uuid:app_id>/completion-messages")
-api.add_resource(CompletionMessageStopApi, "/apps/<uuid:app_id>/completion-messages/<string:task_id>/stop")
-api.add_resource(ChatMessageApi, "/apps/<uuid:app_id>/chat-messages")
-api.add_resource(ChatMessageStopApi, "/apps/<uuid:app_id>/chat-messages/<string:task_id>/stop")
+api.add_resource(CompletionMessageApi, '/apps/<uuid:app_id>/completion-messages')
+api.add_resource(CompletionMessageStopApi, '/apps/<uuid:app_id>/completion-messages/<string:task_id>/stop')
+api.add_resource(ChatMessageApi, '/apps/<uuid:app_id>/chat-messages')
+api.add_resource(ChatMessageStopApi, '/apps/<uuid:app_id>/chat-messages/<string:task_id>/stop')

api/controllers/console/app/conversation.py

@@ -20,38 +20,40 @@ from fields.conversation_fields import (
     conversation_pagination_fields,
     conversation_with_summary_pagination_fields,
 )
-from libs.helper import DatetimeString
+from libs.helper import datetime_string
 from libs.login import login_required
-from models.model import AppMode, Conversation, EndUser, Message, MessageAnnotation
+from models.model import AppMode, Conversation, Message, MessageAnnotation
 
 
 class CompletionConversationApi(Resource):
+
     @setup_required
     @login_required
     @account_initialization_required
     @get_app_model(mode=AppMode.COMPLETION)
     @marshal_with(conversation_pagination_fields)
     def get(self, app_model):
-        if not current_user.is_editor:
+        if not current_user.is_admin_or_owner:
             raise Forbidden()
         parser = reqparse.RequestParser()
-        parser.add_argument("keyword", type=str, location="args")
-        parser.add_argument("start", type=DatetimeString("%Y-%m-%d %H:%M"), location="args")
-        parser.add_argument("end", type=DatetimeString("%Y-%m-%d %H:%M"), location="args")
-        parser.add_argument(
-            "annotation_status", type=str, choices=["annotated", "not_annotated", "all"], default="all", location="args"
-        )
-        parser.add_argument("page", type=int_range(1, 99999), default=1, location="args")
-        parser.add_argument("limit", type=int_range(1, 100), default=20, location="args")
+        parser.add_argument('keyword', type=str, location='args')
+        parser.add_argument('start', type=datetime_string('%Y-%m-%d %H:%M'), location='args')
+        parser.add_argument('end', type=datetime_string('%Y-%m-%d %H:%M'), location='args')
+        parser.add_argument('annotation_status', type=str,
+                            choices=['annotated', 'not_annotated', 'all'], default='all', location='args')
+        parser.add_argument('page', type=int_range(1, 99999), default=1, location='args')
+        parser.add_argument('limit', type=int_range(1, 100), default=20, location='args')
         args = parser.parse_args()
 
-        query = db.select(Conversation).where(Conversation.app_id == app_model.id, Conversation.mode == "completion")
+        query = db.select(Conversation).where(Conversation.app_id == app_model.id, Conversation.mode == 'completion')
 
-        if args["keyword"]:
-            query = query.join(Message, Message.conversation_id == Conversation.id).filter(
+        if args['keyword']:
+            query = query.join(
+                Message, Message.conversation_id == Conversation.id
+            ).filter(
                 or_(
-                    Message.query.ilike("%{}%".format(args["keyword"])),
-                    Message.answer.ilike("%{}%".format(args["keyword"])),
+                    Message.query.ilike('%{}%'.format(args['keyword'])),
+                    Message.answer.ilike('%{}%'.format(args['keyword']))
                 )
             )
 
@@ -59,8 +61,8 @@ class CompletionConversationApi(Resource):
         timezone = pytz.timezone(account.timezone)
         utc_timezone = pytz.utc
 
-        if args["start"]:
-            start_datetime = datetime.strptime(args["start"], "%Y-%m-%d %H:%M")
+        if args['start']:
+            start_datetime = datetime.strptime(args['start'], '%Y-%m-%d %H:%M')
             start_datetime = start_datetime.replace(second=0)
 
             start_datetime_timezone = timezone.localize(start_datetime)
@@ -68,8 +70,8 @@ class CompletionConversationApi(Resource):
 
             query = query.where(Conversation.created_at >= start_datetime_utc)
 
-        if args["end"]:
-            end_datetime = datetime.strptime(args["end"], "%Y-%m-%d %H:%M")
+        if args['end']:
+            end_datetime = datetime.strptime(args['end'], '%Y-%m-%d %H:%M')
             end_datetime = end_datetime.replace(second=59)
 
             end_datetime_timezone = timezone.localize(end_datetime)
@@ -77,32 +79,36 @@ class CompletionConversationApi(Resource):
 
             query = query.where(Conversation.created_at < end_datetime_utc)
 
-        if args["annotation_status"] == "annotated":
+        if args['annotation_status'] == "annotated":
             query = query.options(joinedload(Conversation.message_annotations)).join(
                 MessageAnnotation, MessageAnnotation.conversation_id == Conversation.id
             )
-        elif args["annotation_status"] == "not_annotated":
-            query = (
-                query.outerjoin(MessageAnnotation, MessageAnnotation.conversation_id == Conversation.id)
-                .group_by(Conversation.id)
-                .having(func.count(MessageAnnotation.id) == 0)
-            )
+        elif args['annotation_status'] == "not_annotated":
+            query = query.outerjoin(
+                MessageAnnotation, MessageAnnotation.conversation_id == Conversation.id
+            ).group_by(Conversation.id).having(func.count(MessageAnnotation.id) == 0)
 
         query = query.order_by(Conversation.created_at.desc())
 
-        conversations = db.paginate(query, page=args["page"], per_page=args["limit"], error_out=False)
+        conversations = db.paginate(
+            query,
+            page=args['page'],
+            per_page=args['limit'],
+            error_out=False
+        )
 
         return conversations
 
 
 class CompletionConversationDetailApi(Resource):
+
     @setup_required
     @login_required
     @account_initialization_required
     @get_app_model(mode=AppMode.COMPLETION)
     @marshal_with(conversation_message_detail_fields)
     def get(self, app_model, conversation_id):
-        if not current_user.is_editor:
+        if not current_user.is_admin_or_owner:
             raise Forbidden()
         conversation_id = str(conversation_id)
 
@@ -113,15 +119,12 @@ class CompletionConversationDetailApi(Resource):
     @account_initialization_required
     @get_app_model(mode=[AppMode.CHAT, AppMode.AGENT_CHAT, AppMode.ADVANCED_CHAT])
     def delete(self, app_model, conversation_id):
-        if not current_user.is_editor:
+        if not current_user.is_admin_or_owner:
             raise Forbidden()
         conversation_id = str(conversation_id)
 
-        conversation = (
-            db.session.query(Conversation)
-            .filter(Conversation.id == conversation_id, Conversation.app_id == app_model.id)
-            .first()
-        )
+        conversation = db.session.query(Conversation) \
+            .filter(Conversation.id == conversation_id, Conversation.app_id == app_model.id).first()
 
         if not conversation:
             raise NotFound("Conversation Not Exists.")
@@ -129,145 +132,108 @@ class CompletionConversationDetailApi(Resource):
         conversation.is_deleted = True
         db.session.commit()
 
-        return {"result": "success"}, 204
+        return {'result': 'success'}, 204
 
 
 class ChatConversationApi(Resource):
+
     @setup_required
     @login_required
     @account_initialization_required
     @get_app_model(mode=[AppMode.CHAT, AppMode.AGENT_CHAT, AppMode.ADVANCED_CHAT])
     @marshal_with(conversation_with_summary_pagination_fields)
     def get(self, app_model):
-        if not current_user.is_editor:
+        if not current_user.is_admin_or_owner:
             raise Forbidden()
         parser = reqparse.RequestParser()
-        parser.add_argument("keyword", type=str, location="args")
-        parser.add_argument("start", type=DatetimeString("%Y-%m-%d %H:%M"), location="args")
-        parser.add_argument("end", type=DatetimeString("%Y-%m-%d %H:%M"), location="args")
-        parser.add_argument(
-            "annotation_status", type=str, choices=["annotated", "not_annotated", "all"], default="all", location="args"
-        )
-        parser.add_argument("message_count_gte", type=int_range(1, 99999), required=False, location="args")
-        parser.add_argument("page", type=int_range(1, 99999), required=False, default=1, location="args")
-        parser.add_argument("limit", type=int_range(1, 100), required=False, default=20, location="args")
-        parser.add_argument(
-            "sort_by",
-            type=str,
-            choices=["created_at", "-created_at", "updated_at", "-updated_at"],
-            required=False,
-            default="-updated_at",
-            location="args",
-        )
+        parser.add_argument('keyword', type=str, location='args')
+        parser.add_argument('start', type=datetime_string('%Y-%m-%d %H:%M'), location='args')
+        parser.add_argument('end', type=datetime_string('%Y-%m-%d %H:%M'), location='args')
+        parser.add_argument('annotation_status', type=str,
+                            choices=['annotated', 'not_annotated', 'all'], default='all', location='args')
+        parser.add_argument('message_count_gte', type=int_range(1, 99999), required=False, location='args')
+        parser.add_argument('page', type=int_range(1, 99999), required=False, default=1, location='args')
+        parser.add_argument('limit', type=int_range(1, 100), required=False, default=20, location='args')
         args = parser.parse_args()
 
-        subquery = (
-            db.session.query(
-                Conversation.id.label("conversation_id"), EndUser.session_id.label("from_end_user_session_id")
-            )
-            .outerjoin(EndUser, Conversation.from_end_user_id == EndUser.id)
-            .subquery()
-        )
-
         query = db.select(Conversation).where(Conversation.app_id == app_model.id)
 
-        if args["keyword"]:
-            keyword_filter = "%{}%".format(args["keyword"])
-            query = (
-                query.join(
-                    Message,
-                    Message.conversation_id == Conversation.id,
-                )
-                .join(subquery, subquery.c.conversation_id == Conversation.id)
-                .filter(
-                    or_(
-                        Message.query.ilike(keyword_filter),
-                        Message.answer.ilike(keyword_filter),
-                        Conversation.name.ilike(keyword_filter),
-                        Conversation.introduction.ilike(keyword_filter),
-                        subquery.c.from_end_user_session_id.ilike(keyword_filter),
-                    ),
-                )
-                .group_by(Conversation.id)
+        if args['keyword']:
+            query = query.join(
+                Message, Message.conversation_id == Conversation.id
+            ).filter(
+                or_(
+                    Message.query.ilike('%{}%'.format(args['keyword'])),
+                    Message.answer.ilike('%{}%'.format(args['keyword'])),
+                    Conversation.name.ilike('%{}%'.format(args['keyword'])),
+                    Conversation.introduction.ilike('%{}%'.format(args['keyword'])),
+                ),
+
             )
 
         account = current_user
         timezone = pytz.timezone(account.timezone)
         utc_timezone = pytz.utc
 
-        if args["start"]:
-            start_datetime = datetime.strptime(args["start"], "%Y-%m-%d %H:%M")
+        if args['start']:
+            start_datetime = datetime.strptime(args['start'], '%Y-%m-%d %H:%M')
             start_datetime = start_datetime.replace(second=0)
 
             start_datetime_timezone = timezone.localize(start_datetime)
             start_datetime_utc = start_datetime_timezone.astimezone(utc_timezone)
 
-            match args["sort_by"]:
-                case "updated_at" | "-updated_at":
-                    query = query.where(Conversation.updated_at >= start_datetime_utc)
-                case "created_at" | "-created_at" | _:
-                    query = query.where(Conversation.created_at >= start_datetime_utc)
+            query = query.where(Conversation.created_at >= start_datetime_utc)
 
-        if args["end"]:
-            end_datetime = datetime.strptime(args["end"], "%Y-%m-%d %H:%M")
+        if args['end']:
+            end_datetime = datetime.strptime(args['end'], '%Y-%m-%d %H:%M')
             end_datetime = end_datetime.replace(second=59)
 
             end_datetime_timezone = timezone.localize(end_datetime)
             end_datetime_utc = end_datetime_timezone.astimezone(utc_timezone)
 
-            match args["sort_by"]:
-                case "updated_at" | "-updated_at":
-                    query = query.where(Conversation.updated_at <= end_datetime_utc)
-                case "created_at" | "-created_at" | _:
-                    query = query.where(Conversation.created_at <= end_datetime_utc)
+            query = query.where(Conversation.created_at < end_datetime_utc)
 
-        if args["annotation_status"] == "annotated":
+        if args['annotation_status'] == "annotated":
             query = query.options(joinedload(Conversation.message_annotations)).join(
                 MessageAnnotation, MessageAnnotation.conversation_id == Conversation.id
             )
-        elif args["annotation_status"] == "not_annotated":
-            query = (
-                query.outerjoin(MessageAnnotation, MessageAnnotation.conversation_id == Conversation.id)
-                .group_by(Conversation.id)
-                .having(func.count(MessageAnnotation.id) == 0)
-            )
+        elif args['annotation_status'] == "not_annotated":
+            query = query.outerjoin(
+                MessageAnnotation, MessageAnnotation.conversation_id == Conversation.id
+            ).group_by(Conversation.id).having(func.count(MessageAnnotation.id) == 0)
 
-        if args["message_count_gte"] and args["message_count_gte"] >= 1:
+        if args['message_count_gte'] and args['message_count_gte'] >= 1:
             query = (
                 query.options(joinedload(Conversation.messages))
                 .join(Message, Message.conversation_id == Conversation.id)
                 .group_by(Conversation.id)
-                .having(func.count(Message.id) >= args["message_count_gte"])
+                .having(func.count(Message.id) >= args['message_count_gte'])
             )
 
         if app_model.mode == AppMode.ADVANCED_CHAT.value:
             query = query.where(Conversation.invoke_from != InvokeFrom.DEBUGGER.value)
 
-        match args["sort_by"]:
-            case "created_at":
-                query = query.order_by(Conversation.created_at.asc())
-            case "-created_at":
-                query = query.order_by(Conversation.created_at.desc())
-            case "updated_at":
-                query = query.order_by(Conversation.updated_at.asc())
-            case "-updated_at":
-                query = query.order_by(Conversation.updated_at.desc())
-            case _:
-                query = query.order_by(Conversation.created_at.desc())
+        query = query.order_by(Conversation.created_at.desc())
 
-        conversations = db.paginate(query, page=args["page"], per_page=args["limit"], error_out=False)
+        conversations = db.paginate(
+            query,
+            page=args['page'],
+            per_page=args['limit'],
+            error_out=False
+        )
 
         return conversations
 
 
 class ChatConversationDetailApi(Resource):
+
     @setup_required
     @login_required
     @account_initialization_required
     @get_app_model(mode=[AppMode.CHAT, AppMode.AGENT_CHAT, AppMode.ADVANCED_CHAT])
     @marshal_with(conversation_detail_fields)
     def get(self, app_model, conversation_id):
-        if not current_user.is_editor:
+        if not current_user.is_admin_or_owner:
             raise Forbidden()
         conversation_id = str(conversation_id)
 
@@ -278,15 +244,12 @@ class ChatConversationDetailApi(Resource):
     @get_app_model(mode=[AppMode.CHAT, AppMode.AGENT_CHAT, AppMode.ADVANCED_CHAT])
     @account_initialization_required
     def delete(self, app_model, conversation_id):
-        if not current_user.is_editor:
+        if not current_user.is_admin_or_owner:
             raise Forbidden()
         conversation_id = str(conversation_id)
 
-        conversation = (
-            db.session.query(Conversation)
-            .filter(Conversation.id == conversation_id, Conversation.app_id == app_model.id)
-            .first()
-        )
+        conversation = db.session.query(Conversation) \
+            .filter(Conversation.id == conversation_id, Conversation.app_id == app_model.id).first()
 
         if not conversation:
             raise NotFound("Conversation Not Exists.")
@@ -294,21 +257,18 @@ class ChatConversationDetailApi(Resource):
         conversation.is_deleted = True
         db.session.commit()
 
-        return {"result": "success"}, 204
+        return {'result': 'success'}, 204
 
 
-api.add_resource(CompletionConversationApi, "/apps/<uuid:app_id>/completion-conversations")
-api.add_resource(CompletionConversationDetailApi, "/apps/<uuid:app_id>/completion-conversations/<uuid:conversation_id>")
-api.add_resource(ChatConversationApi, "/apps/<uuid:app_id>/chat-conversations")
-api.add_resource(ChatConversationDetailApi, "/apps/<uuid:app_id>/chat-conversations/<uuid:conversation_id>")
+api.add_resource(CompletionConversationApi, '/apps/<uuid:app_id>/completion-conversations')
+api.add_resource(CompletionConversationDetailApi, '/apps/<uuid:app_id>/completion-conversations/<uuid:conversation_id>')
+api.add_resource(ChatConversationApi, '/apps/<uuid:app_id>/chat-conversations')
+api.add_resource(ChatConversationDetailApi, '/apps/<uuid:app_id>/chat-conversations/<uuid:conversation_id>')
 
 
 def _get_conversation(app_model, conversation_id):
-    conversation = (
-        db.session.query(Conversation)
-        .filter(Conversation.id == conversation_id, Conversation.app_id == app_model.id)
-        .first()
-    )
+    conversation = db.session.query(Conversation) \
+        .filter(Conversation.id == conversation_id, Conversation.app_id == app_model.id).first()
 
     if not conversation:
         raise NotFound("Conversation Not Exists.")

api/controllers/console/app/conversation_variables.py

@@ -1,61 +0,0 @@
-from flask_restful import Resource, marshal_with, reqparse
-from sqlalchemy import select
-from sqlalchemy.orm import Session
-
-from controllers.console import api
-from controllers.console.app.wraps import get_app_model
-from controllers.console.setup import setup_required
-from controllers.console.wraps import account_initialization_required
-from extensions.ext_database import db
-from fields.conversation_variable_fields import paginated_conversation_variable_fields
-from libs.login import login_required
-from models import ConversationVariable
-from models.model import AppMode
-
-
-class ConversationVariablesApi(Resource):
-    @setup_required
-    @login_required
-    @account_initialization_required
-    @get_app_model(mode=AppMode.ADVANCED_CHAT)
-    @marshal_with(paginated_conversation_variable_fields)
-    def get(self, app_model):
-        parser = reqparse.RequestParser()
-        parser.add_argument("conversation_id", type=str, location="args")
-        args = parser.parse_args()
-
-        stmt = (
-            select(ConversationVariable)
-            .where(ConversationVariable.app_id == app_model.id)
-            .order_by(ConversationVariable.created_at)
-        )
-        if args["conversation_id"]:
-            stmt = stmt.where(ConversationVariable.conversation_id == args["conversation_id"])
-        else:
-            raise ValueError("conversation_id is required")
-
-        # NOTE: This is a temporary solution to avoid performance issues.
-        page = 1
-        page_size = 100
-        stmt = stmt.limit(page_size).offset((page - 1) * page_size)
-
-        with Session(db.engine) as session:
-            rows = session.scalars(stmt).all()
-
-        return {
-            "page": page,
-            "limit": page_size,
-            "total": len(rows),
-            "has_more": False,
-            "data": [
-                {
-                    "created_at": row.created_at,
-                    "updated_at": row.updated_at,
-                    **row.to_variable().model_dump(),
-                }
-                for row in rows
-            ],
-        }
-
-
-api.add_resource(ConversationVariablesApi, "/apps/<uuid:app_id>/conversation-variables")

api/controllers/console/app/error.py

@@ -2,128 +2,116 @@ from libs.exception import BaseHTTPException
 
 
 class AppNotFoundError(BaseHTTPException):
-    error_code = "app_not_found"
+    error_code = 'app_not_found'
     description = "App not found."
     code = 404
 
 
 class ProviderNotInitializeError(BaseHTTPException):
-    error_code = "provider_not_initialize"
-    description = (
-        "No valid model provider credentials found. "
-        "Please go to Settings -> Model Provider to complete your provider credentials."
-    )
+    error_code = 'provider_not_initialize'
+    description = "No valid model provider credentials found. " \
+                  "Please go to Settings -> Model Provider to complete your provider credentials."
     code = 400
 
 
 class ProviderQuotaExceededError(BaseHTTPException):
-    error_code = "provider_quota_exceeded"
-    description = (
-        "Your quota for Dify Hosted Model Provider has been exhausted. "
-        "Please go to Settings -> Model Provider to complete your own provider credentials."
-    )
+    error_code = 'provider_quota_exceeded'
+    description = "Your quota for Dify Hosted Model Provider has been exhausted. " \
+                  "Please go to Settings -> Model Provider to complete your own provider credentials."
     code = 400
 
 
 class ProviderModelCurrentlyNotSupportError(BaseHTTPException):
-    error_code = "model_currently_not_support"
+    error_code = 'model_currently_not_support'
     description = "Dify Hosted OpenAI trial currently not support the GPT-4 model."
     code = 400
 
 
 class ConversationCompletedError(BaseHTTPException):
-    error_code = "conversation_completed"
+    error_code = 'conversation_completed'
     description = "The conversation has ended. Please start a new conversation."
     code = 400
 
 
 class AppUnavailableError(BaseHTTPException):
-    error_code = "app_unavailable"
+    error_code = 'app_unavailable'
     description = "App unavailable, please check your app configurations."
     code = 400
 
 
 class CompletionRequestError(BaseHTTPException):
-    error_code = "completion_request_error"
+    error_code = 'completion_request_error'
     description = "Completion request failed."
     code = 400
 
 
 class AppMoreLikeThisDisabledError(BaseHTTPException):
-    error_code = "app_more_like_this_disabled"
+    error_code = 'app_more_like_this_disabled'
     description = "The 'More like this' feature is disabled. Please refresh your page."
     code = 403
 
 
 class NoAudioUploadedError(BaseHTTPException):
-    error_code = "no_audio_uploaded"
+    error_code = 'no_audio_uploaded'
     description = "Please upload your audio."
     code = 400
 
 
 class AudioTooLargeError(BaseHTTPException):
-    error_code = "audio_too_large"
+    error_code = 'audio_too_large'
     description = "Audio size exceeded. {message}"
     code = 413
 
 
 class UnsupportedAudioTypeError(BaseHTTPException):
-    error_code = "unsupported_audio_type"
+    error_code = 'unsupported_audio_type'
     description = "Audio type not allowed."
     code = 415
 
 
 class ProviderNotSupportSpeechToTextError(BaseHTTPException):
-    error_code = "provider_not_support_speech_to_text"
+    error_code = 'provider_not_support_speech_to_text'
     description = "Provider not support speech to text."
     code = 400
 
 
 class NoFileUploadedError(BaseHTTPException):
-    error_code = "no_file_uploaded"
+    error_code = 'no_file_uploaded'
     description = "Please upload your file."
     code = 400
 
 
 class TooManyFilesError(BaseHTTPException):
-    error_code = "too_many_files"
+    error_code = 'too_many_files'
     description = "Only one file is allowed."
     code = 400
 
 
 class DraftWorkflowNotExist(BaseHTTPException):
-    error_code = "draft_workflow_not_exist"
+    error_code = 'draft_workflow_not_exist'
     description = "Draft workflow need to be initialized."
     code = 400
 
 
 class DraftWorkflowNotSync(BaseHTTPException):
-    error_code = "draft_workflow_not_sync"
+    error_code = 'draft_workflow_not_sync'
     description = "Workflow graph might have been modified, please refresh and resubmit."
     code = 400
 
 
 class TracingConfigNotExist(BaseHTTPException):
-    error_code = "trace_config_not_exist"
+    error_code = 'trace_config_not_exist'
     description = "Trace config not exist."
     code = 400
 
 
 class TracingConfigIsExist(BaseHTTPException):
-    error_code = "trace_config_is_exist"
+    error_code = 'trace_config_is_exist'
     description = "Trace config is exist."
     code = 400
 
 
 class TracingConfigCheckError(BaseHTTPException):
-    error_code = "trace_config_check_error"
+    error_code = 'trace_config_check_error'
     description = "Invalid Credentials."
     code = 400
-
-
-class InvokeRateLimitError(BaseHTTPException):
-    """Raised when the Invoke returns rate limit error."""
-
-    error_code = "rate_limit_error"
-    description = "Rate Limit Error"
-    code = 429

api/controllers/console/app/generator.py

@@ -1,5 +1,3 @@
-import os
-
 from flask_login import current_user
 from flask_restful import Resource, reqparse
 
@@ -24,21 +22,17 @@ class RuleGenerateApi(Resource):
     @account_initialization_required
     def post(self):
         parser = reqparse.RequestParser()
-        parser.add_argument("instruction", type=str, required=True, nullable=False, location="json")
-        parser.add_argument("model_config", type=dict, required=True, nullable=False, location="json")
-        parser.add_argument("no_variable", type=bool, required=True, default=False, location="json")
+        parser.add_argument('audiences', type=str, required=True, nullable=False, location='json')
+        parser.add_argument('hoping_to_solve', type=str, required=True, nullable=False, location='json')
         args = parser.parse_args()
 
         account = current_user
-        PROMPT_GENERATION_MAX_TOKENS = int(os.getenv("PROMPT_GENERATION_MAX_TOKENS", "512"))
 
         try:
             rules = LLMGenerator.generate_rule_config(
-                tenant_id=account.current_tenant_id,
-                instruction=args["instruction"],
-                model_config=args["model_config"],
-                no_variable=args["no_variable"],
-                rule_config_max_tokens=PROMPT_GENERATION_MAX_TOKENS,
+                account.current_tenant_id,
+                args['audiences'],
+                args['hoping_to_solve']
             )
         except ProviderTokenNotInitError as ex:
             raise ProviderNotInitializeError(ex.description)
@@ -52,4 +46,4 @@ class RuleGenerateApi(Resource):
         return rules
 
 
-api.add_resource(RuleGenerateApi, "/rule-generate")
+api.add_resource(RuleGenerateApi, '/rule-generate')

api/controllers/console/app/message.py

@@ -33,9 +33,9 @@ from services.message_service import MessageService
 
 class ChatMessageListApi(Resource):
     message_infinite_scroll_pagination_fields = {
-        "limit": fields.Integer,
-        "has_more": fields.Boolean,
-        "data": fields.List(fields.Nested(message_detail_fields)),
+        'limit': fields.Integer,
+        'has_more': fields.Boolean,
+        'data': fields.List(fields.Nested(message_detail_fields))
     }
 
     @setup_required
@@ -45,67 +45,55 @@ class ChatMessageListApi(Resource):
     @marshal_with(message_infinite_scroll_pagination_fields)
     def get(self, app_model):
         parser = reqparse.RequestParser()
-        parser.add_argument("conversation_id", required=True, type=uuid_value, location="args")
-        parser.add_argument("first_id", type=uuid_value, location="args")
-        parser.add_argument("limit", type=int_range(1, 100), required=False, default=20, location="args")
+        parser.add_argument('conversation_id', required=True, type=uuid_value, location='args')
+        parser.add_argument('first_id', type=uuid_value, location='args')
+        parser.add_argument('limit', type=int_range(1, 100), required=False, default=20, location='args')
         args = parser.parse_args()
 
-        conversation = (
-            db.session.query(Conversation)
-            .filter(Conversation.id == args["conversation_id"], Conversation.app_id == app_model.id)
-            .first()
-        )
+        conversation = db.session.query(Conversation).filter(
+            Conversation.id == args['conversation_id'],
+            Conversation.app_id == app_model.id
+        ).first()
 
         if not conversation:
             raise NotFound("Conversation Not Exists.")
 
-        if args["first_id"]:
-            first_message = (
-                db.session.query(Message)
-                .filter(Message.conversation_id == conversation.id, Message.id == args["first_id"])
-                .first()
-            )
+        if args['first_id']:
+            first_message = db.session.query(Message) \
+                .filter(Message.conversation_id == conversation.id, Message.id == args['first_id']).first()
 
             if not first_message:
                 raise NotFound("First message not found")
 
-            history_messages = (
-                db.session.query(Message)
-                .filter(
-                    Message.conversation_id == conversation.id,
-                    Message.created_at < first_message.created_at,
-                    Message.id != first_message.id,
-                )
-                .order_by(Message.created_at.desc())
-                .limit(args["limit"])
-                .all()
-            )
+            history_messages = db.session.query(Message).filter(
+                Message.conversation_id == conversation.id,
+                Message.created_at < first_message.created_at,
+                Message.id != first_message.id
+            ) \
+                .order_by(Message.created_at.desc()).limit(args['limit']).all()
         else:
-            history_messages = (
-                db.session.query(Message)
-                .filter(Message.conversation_id == conversation.id)
-                .order_by(Message.created_at.desc())
-                .limit(args["limit"])
-                .all()
-            )
+            history_messages = db.session.query(Message).filter(Message.conversation_id == conversation.id) \
+                .order_by(Message.created_at.desc()).limit(args['limit']).all()
 
         has_more = False
-        if len(history_messages) == args["limit"]:
+        if len(history_messages) == args['limit']:
             current_page_first_message = history_messages[-1]
-            rest_count = (
-                db.session.query(Message)
-                .filter(
-                    Message.conversation_id == conversation.id,
-                    Message.created_at < current_page_first_message.created_at,
-                    Message.id != current_page_first_message.id,
-                )
-                .count()
-            )
+            rest_count = db.session.query(Message).filter(
+                Message.conversation_id == conversation.id,
+                Message.created_at < current_page_first_message.created_at,
+                Message.id != current_page_first_message.id
+            ).count()
 
             if rest_count > 0:
                 has_more = True
 
-        return InfiniteScrollPagination(data=history_messages, limit=args["limit"], has_more=has_more)
+        history_messages = list(reversed(history_messages))
+
+        return InfiniteScrollPagination(
+            data=history_messages,
+            limit=args['limit'],
+            has_more=has_more
+        )
 
 
 class MessageFeedbackApi(Resource):
@@ -115,57 +103,61 @@ class MessageFeedbackApi(Resource):
     @get_app_model
     def post(self, app_model):
         parser = reqparse.RequestParser()
-        parser.add_argument("message_id", required=True, type=uuid_value, location="json")
-        parser.add_argument("rating", type=str, choices=["like", "dislike", None], location="json")
+        parser.add_argument('message_id', required=True, type=uuid_value, location='json')
+        parser.add_argument('rating', type=str, choices=['like', 'dislike', None], location='json')
         args = parser.parse_args()
 
-        message_id = str(args["message_id"])
+        message_id = str(args['message_id'])
 
-        message = db.session.query(Message).filter(Message.id == message_id, Message.app_id == app_model.id).first()
+        message = db.session.query(Message).filter(
+            Message.id == message_id,
+            Message.app_id == app_model.id
+        ).first()
 
         if not message:
             raise NotFound("Message Not Exists.")
 
         feedback = message.admin_feedback
 
-        if not args["rating"] and feedback:
+        if not args['rating'] and feedback:
             db.session.delete(feedback)
-        elif args["rating"] and feedback:
-            feedback.rating = args["rating"]
-        elif not args["rating"] and not feedback:
-            raise ValueError("rating cannot be None when feedback not exists")
+        elif args['rating'] and feedback:
+            feedback.rating = args['rating']
+        elif not args['rating'] and not feedback:
+            raise ValueError('rating cannot be None when feedback not exists')
         else:
             feedback = MessageFeedback(
                 app_id=app_model.id,
                 conversation_id=message.conversation_id,
                 message_id=message.id,
-                rating=args["rating"],
-                from_source="admin",
-                from_account_id=current_user.id,
+                rating=args['rating'],
+                from_source='admin',
+                from_account_id=current_user.id
             )
             db.session.add(feedback)
 
         db.session.commit()
 
-        return {"result": "success"}
+        return {'result': 'success'}
 
 
 class MessageAnnotationApi(Resource):
     @setup_required
     @login_required
     @account_initialization_required
-    @cloud_edition_billing_resource_check("annotation")
+    @cloud_edition_billing_resource_check('annotation')
     @get_app_model
     @marshal_with(annotation_fields)
     def post(self, app_model):
-        if not current_user.is_editor:
+        # The role of the current user in the ta table must be admin or owner
+        if not current_user.is_admin_or_owner:
             raise Forbidden()
 
         parser = reqparse.RequestParser()
-        parser.add_argument("message_id", required=False, type=uuid_value, location="json")
-        parser.add_argument("question", required=True, type=str, location="json")
-        parser.add_argument("answer", required=True, type=str, location="json")
-        parser.add_argument("annotation_reply", required=False, type=dict, location="json")
+        parser.add_argument('message_id', required=False, type=uuid_value, location='json')
+        parser.add_argument('question', required=True, type=str, location='json')
+        parser.add_argument('answer', required=True, type=str, location='json')
+        parser.add_argument('annotation_reply', required=False, type=dict, location='json')
         args = parser.parse_args()
         annotation = AppAnnotationService.up_insert_app_annotation_from_message(args, app_model.id)
 
@@ -178,9 +170,11 @@ class MessageAnnotationCountApi(Resource):
     @account_initialization_required
     @get_app_model
     def get(self, app_model):
-        count = db.session.query(MessageAnnotation).filter(MessageAnnotation.app_id == app_model.id).count()
+        count = db.session.query(MessageAnnotation).filter(
+            MessageAnnotation.app_id == app_model.id
+        ).count()
 
-        return {"count": count}
+        return {'count': count}
 
 
 class MessageSuggestedQuestionApi(Resource):
@@ -193,7 +187,10 @@ class MessageSuggestedQuestionApi(Resource):
 
         try:
             questions = MessageService.get_suggested_questions_after_answer(
-                app_model=app_model, message_id=message_id, user=current_user, invoke_from=InvokeFrom.DEBUGGER
+                app_model=app_model,
+                message_id=message_id,
+                user=current_user,
+                invoke_from=InvokeFrom.DEBUGGER
             )
         except MessageNotExistsError:
             raise NotFound("Message not found")
@@ -213,7 +210,7 @@ class MessageSuggestedQuestionApi(Resource):
             logging.exception("internal server error.")
             raise InternalServerError()
 
-        return {"data": questions}
+        return {'data': questions}
 
 
 class MessageApi(Resource):
@@ -225,7 +222,10 @@ class MessageApi(Resource):
     def get(self, app_model, message_id):
         message_id = str(message_id)
 
-        message = db.session.query(Message).filter(Message.id == message_id, Message.app_id == app_model.id).first()
+        message = db.session.query(Message).filter(
+            Message.id == message_id,
+            Message.app_id == app_model.id
+        ).first()
 
         if not message:
             raise NotFound("Message Not Exists.")
@@ -233,9 +233,9 @@ class MessageApi(Resource):
         return message
 
 
-api.add_resource(MessageSuggestedQuestionApi, "/apps/<uuid:app_id>/chat-messages/<uuid:message_id>/suggested-questions")
-api.add_resource(ChatMessageListApi, "/apps/<uuid:app_id>/chat-messages", endpoint="console_chat_messages")
-api.add_resource(MessageFeedbackApi, "/apps/<uuid:app_id>/feedbacks")
-api.add_resource(MessageAnnotationApi, "/apps/<uuid:app_id>/annotations")
-api.add_resource(MessageAnnotationCountApi, "/apps/<uuid:app_id>/annotations/count")
-api.add_resource(MessageApi, "/apps/<uuid:app_id>/messages/<uuid:message_id>", endpoint="console_message")
+api.add_resource(MessageSuggestedQuestionApi, '/apps/<uuid:app_id>/chat-messages/<uuid:message_id>/suggested-questions')
+api.add_resource(ChatMessageListApi, '/apps/<uuid:app_id>/chat-messages', endpoint='console_chat_messages')
+api.add_resource(MessageFeedbackApi, '/apps/<uuid:app_id>/feedbacks')
+api.add_resource(MessageAnnotationApi, '/apps/<uuid:app_id>/annotations')
+api.add_resource(MessageAnnotationCountApi, '/apps/<uuid:app_id>/annotations/count')
+api.add_resource(MessageApi, '/apps/<uuid:app_id>/messages/<uuid:message_id>', endpoint='console_message')

api/controllers/console/app/model_config.py

@@ -19,35 +19,37 @@ from services.app_model_config_service import AppModelConfigService
 
 
 class ModelConfigResource(Resource):
+
     @setup_required
     @login_required
     @account_initialization_required
     @get_app_model(mode=[AppMode.AGENT_CHAT, AppMode.CHAT, AppMode.COMPLETION])
     def post(self, app_model):
+        
         """Modify app model config"""
         # validate config
         model_configuration = AppModelConfigService.validate_configuration(
-            tenant_id=current_user.current_tenant_id, config=request.json, app_mode=AppMode.value_of(app_model.mode)
+            tenant_id=current_user.current_tenant_id,
+            config=request.json,
+            app_mode=AppMode.value_of(app_model.mode)
         )
 
         new_app_model_config = AppModelConfig(
             app_id=app_model.id,
-            created_by=current_user.id,
-            updated_by=current_user.id,
         )
         new_app_model_config = new_app_model_config.from_model_config_dict(model_configuration)
 
         if app_model.mode == AppMode.AGENT_CHAT.value or app_model.is_agent:
             # get original app model config
-            original_app_model_config: AppModelConfig = (
-                db.session.query(AppModelConfig).filter(AppModelConfig.id == app_model.app_model_config_id).first()
-            )
+            original_app_model_config: AppModelConfig = db.session.query(AppModelConfig).filter(
+                AppModelConfig.id == app_model.app_model_config_id
+            ).first()
             agent_mode = original_app_model_config.agent_mode_dict
             # decrypt agent tool parameters if it's secret-input
             parameter_map = {}
             masked_parameter_map = {}
             tool_map = {}
-            for tool in agent_mode.get("tools") or []:
+            for tool in agent_mode.get('tools') or []:
                 if not isinstance(tool, dict) or len(tool.keys()) <= 3:
                     continue
 
@@ -64,7 +66,7 @@ class ModelConfigResource(Resource):
                         tool_runtime=tool_runtime,
                         provider_name=agent_tool_entity.provider_id,
                         provider_type=agent_tool_entity.provider_type,
-                        identity_id=f"AGENT.{app_model.id}",
+                        identity_id=f'AGENT.{app_model.id}'
                     )
                 except Exception as e:
                     continue
@@ -77,18 +79,18 @@ class ModelConfigResource(Resource):
                     parameters = {}
                     masked_parameter = {}
 
-                key = f"{agent_tool_entity.provider_id}.{agent_tool_entity.provider_type}.{agent_tool_entity.tool_name}"
+                key = f'{agent_tool_entity.provider_id}.{agent_tool_entity.provider_type}.{agent_tool_entity.tool_name}'
                 masked_parameter_map[key] = masked_parameter
                 parameter_map[key] = parameters
                 tool_map[key] = tool_runtime
 
             # encrypt agent tool parameters if it's secret-input
             agent_mode = new_app_model_config.agent_mode_dict
-            for tool in agent_mode.get("tools") or []:
+            for tool in agent_mode.get('tools') or []:
                 agent_tool_entity = AgentToolEntity(**tool)
 
                 # get tool
-                key = f"{agent_tool_entity.provider_id}.{agent_tool_entity.provider_type}.{agent_tool_entity.tool_name}"
+                key = f'{agent_tool_entity.provider_id}.{agent_tool_entity.provider_type}.{agent_tool_entity.tool_name}'
                 if key in tool_map:
                     tool_runtime = tool_map[key]
                 else:
@@ -106,7 +108,7 @@ class ModelConfigResource(Resource):
                     tool_runtime=tool_runtime,
                     provider_name=agent_tool_entity.provider_id,
                     provider_type=agent_tool_entity.provider_type,
-                    identity_id=f"AGENT.{app_model.id}",
+                    identity_id=f'AGENT.{app_model.id}'
                 )
                 manager.delete_tool_parameters_cache()
 
@@ -114,17 +116,15 @@ class ModelConfigResource(Resource):
                 if agent_tool_entity.tool_parameters:
                     if key not in masked_parameter_map:
                         continue
-
+                    
                     for masked_key, masked_value in masked_parameter_map[key].items():
-                        if (
-                            masked_key in agent_tool_entity.tool_parameters
-                            and agent_tool_entity.tool_parameters[masked_key] == masked_value
-                        ):
+                        if masked_key in agent_tool_entity.tool_parameters and \
+                                agent_tool_entity.tool_parameters[masked_key] == masked_value:
                             agent_tool_entity.tool_parameters[masked_key] = parameter_map[key].get(masked_key)
 
                 # encrypt parameters
                 if agent_tool_entity.tool_parameters:
-                    tool["tool_parameters"] = manager.encrypt_tool_parameters(agent_tool_entity.tool_parameters or {})
+                    tool['tool_parameters'] = manager.encrypt_tool_parameters(agent_tool_entity.tool_parameters or {})
 
             # update app model config
             new_app_model_config.agent_mode = json.dumps(agent_mode)
@@ -135,9 +135,12 @@ class ModelConfigResource(Resource):
         app_model.app_model_config_id = new_app_model_config.id
         db.session.commit()
 
-        app_model_config_was_updated.send(app_model, app_model_config=new_app_model_config)
+        app_model_config_was_updated.send(
+            app_model,
+            app_model_config=new_app_model_config
+        )
 
-        return {"result": "success"}
+        return {'result': 'success'}
 
 
-api.add_resource(ModelConfigResource, "/apps/<uuid:app_id>/model-config")
+api.add_resource(ModelConfigResource, '/apps/<uuid:app_id>/model-config')

api/controllers/console/app/ops_trace.py

@@ -18,11 +18,13 @@ class TraceAppConfigApi(Resource):
     @account_initialization_required
     def get(self, app_id):
         parser = reqparse.RequestParser()
-        parser.add_argument("tracing_provider", type=str, required=True, location="args")
+        parser.add_argument('tracing_provider', type=str, required=True, location='args')
         args = parser.parse_args()
 
         try:
-            trace_config = OpsService.get_tracing_app_config(app_id=app_id, tracing_provider=args["tracing_provider"])
+            trace_config = OpsService.get_tracing_app_config(
+                app_id=app_id, tracing_provider=args['tracing_provider']
+                )
             if not trace_config:
                 return {"has_not_configured": True}
             return trace_config
@@ -35,17 +37,19 @@ class TraceAppConfigApi(Resource):
     def post(self, app_id):
         """Create a new trace app configuration"""
         parser = reqparse.RequestParser()
-        parser.add_argument("tracing_provider", type=str, required=True, location="json")
-        parser.add_argument("tracing_config", type=dict, required=True, location="json")
+        parser.add_argument('tracing_provider', type=str, required=True, location='json')
+        parser.add_argument('tracing_config', type=dict, required=True, location='json')
         args = parser.parse_args()
 
         try:
             result = OpsService.create_tracing_app_config(
-                app_id=app_id, tracing_provider=args["tracing_provider"], tracing_config=args["tracing_config"]
+                app_id=app_id,
+                tracing_provider=args['tracing_provider'],
+                tracing_config=args['tracing_config']
             )
             if not result:
                 raise TracingConfigIsExist()
-            if result.get("error"):
+            if result.get('error'):
                 raise TracingConfigCheckError()
             return result
         except Exception as e:
@@ -57,13 +61,15 @@ class TraceAppConfigApi(Resource):
     def patch(self, app_id):
         """Update an existing trace app configuration"""
         parser = reqparse.RequestParser()
-        parser.add_argument("tracing_provider", type=str, required=True, location="json")
-        parser.add_argument("tracing_config", type=dict, required=True, location="json")
+        parser.add_argument('tracing_provider', type=str, required=True, location='json')
+        parser.add_argument('tracing_config', type=dict, required=True, location='json')
         args = parser.parse_args()
 
         try:
             result = OpsService.update_tracing_app_config(
-                app_id=app_id, tracing_provider=args["tracing_provider"], tracing_config=args["tracing_config"]
+                app_id=app_id,
+                tracing_provider=args['tracing_provider'],
+                tracing_config=args['tracing_config']
             )
             if not result:
                 raise TracingConfigNotExist()
@@ -77,11 +83,14 @@ class TraceAppConfigApi(Resource):
     def delete(self, app_id):
         """Delete an existing trace app configuration"""
         parser = reqparse.RequestParser()
-        parser.add_argument("tracing_provider", type=str, required=True, location="args")
+        parser.add_argument('tracing_provider', type=str, required=True, location='args')
         args = parser.parse_args()
 
         try:
-            result = OpsService.delete_tracing_app_config(app_id=app_id, tracing_provider=args["tracing_provider"])
+            result = OpsService.delete_tracing_app_config(
+                app_id=app_id,
+                tracing_provider=args['tracing_provider']
+            )
             if not result:
                 raise TracingConfigNotExist()
             return {"result": "success"}
@@ -89,4 +98,4 @@ class TraceAppConfigApi(Resource):
             raise e
 
 
-api.add_resource(TraceAppConfigApi, "/apps/<uuid:app_id>/trace-config")
+api.add_resource(TraceAppConfigApi, '/apps/<uuid:app_id>/trace-config')

api/controllers/console/app/site.py

@@ -1,5 +1,3 @@
-from datetime import datetime, timezone
-
 from flask_login import current_user
 from flask_restful import Resource, marshal_with, reqparse
 from werkzeug.exceptions import Forbidden, NotFound
@@ -17,24 +15,22 @@ from models.model import Site
 
 def parse_app_site_args():
     parser = reqparse.RequestParser()
-    parser.add_argument("title", type=str, required=False, location="json")
-    parser.add_argument("icon_type", type=str, required=False, location="json")
-    parser.add_argument("icon", type=str, required=False, location="json")
-    parser.add_argument("icon_background", type=str, required=False, location="json")
-    parser.add_argument("description", type=str, required=False, location="json")
-    parser.add_argument("default_language", type=supported_language, required=False, location="json")
-    parser.add_argument("chat_color_theme", type=str, required=False, location="json")
-    parser.add_argument("chat_color_theme_inverted", type=bool, required=False, location="json")
-    parser.add_argument("customize_domain", type=str, required=False, location="json")
-    parser.add_argument("copyright", type=str, required=False, location="json")
-    parser.add_argument("privacy_policy", type=str, required=False, location="json")
-    parser.add_argument("custom_disclaimer", type=str, required=False, location="json")
-    parser.add_argument(
-        "customize_token_strategy", type=str, choices=["must", "allow", "not_allow"], required=False, location="json"
-    )
-    parser.add_argument("prompt_public", type=bool, required=False, location="json")
-    parser.add_argument("show_workflow_steps", type=bool, required=False, location="json")
-    parser.add_argument("use_icon_as_answer_icon", type=bool, required=False, location="json")
+    parser.add_argument('title', type=str, required=False, location='json')
+    parser.add_argument('icon', type=str, required=False, location='json')
+    parser.add_argument('icon_background', type=str, required=False, location='json')
+    parser.add_argument('description', type=str, required=False, location='json')
+    parser.add_argument('default_language', type=supported_language, required=False, location='json')
+    parser.add_argument('chat_color_theme', type=str, required=False, location='json')
+    parser.add_argument('chat_color_theme_inverted', type=bool, required=False, location='json')
+    parser.add_argument('customize_domain', type=str, required=False, location='json')
+    parser.add_argument('copyright', type=str, required=False, location='json')
+    parser.add_argument('privacy_policy', type=str, required=False, location='json')
+    parser.add_argument('custom_disclaimer', type=str, required=False, location='json')
+    parser.add_argument('customize_token_strategy', type=str, choices=['must', 'allow', 'not_allow'],
+                        required=False,
+                        location='json')
+    parser.add_argument('prompt_public', type=bool, required=False, location='json')
+    parser.add_argument('show_workflow_steps', type=bool, required=False, location='json')
     return parser.parse_args()
 
 
@@ -51,38 +47,37 @@ class AppSite(Resource):
         if not current_user.is_editor:
             raise Forbidden()
 
-        site = db.session.query(Site).filter(Site.app_id == app_model.id).one_or_404()
+        site = db.session.query(Site). \
+            filter(Site.app_id == app_model.id). \
+            one_or_404()
 
         for attr_name in [
-            "title",
-            "icon_type",
-            "icon",
-            "icon_background",
-            "description",
-            "default_language",
-            "chat_color_theme",
-            "chat_color_theme_inverted",
-            "customize_domain",
-            "copyright",
-            "privacy_policy",
-            "custom_disclaimer",
-            "customize_token_strategy",
-            "prompt_public",
-            "show_workflow_steps",
-            "use_icon_as_answer_icon",
+            'title',
+            'icon',
+            'icon_background',
+            'description',
+            'default_language',
+            'chat_color_theme',
+            'chat_color_theme_inverted',
+            'customize_domain',
+            'copyright',
+            'privacy_policy',
+            'custom_disclaimer',
+            'customize_token_strategy',
+            'prompt_public',
+            'show_workflow_steps'
         ]:
             value = args.get(attr_name)
             if value is not None:
                 setattr(site, attr_name, value)
 
-        site.updated_by = current_user.id
-        site.updated_at = datetime.now(timezone.utc).replace(tzinfo=None)
         db.session.commit()
 
         return site
 
 
 class AppSiteAccessTokenReset(Resource):
+
     @setup_required
     @login_required
     @account_initialization_required
@@ -99,12 +94,10 @@ class AppSiteAccessTokenReset(Resource):
             raise NotFound
 
         site.code = Site.generate_code(16)
-        site.updated_by = current_user.id
-        site.updated_at = datetime.now(timezone.utc).replace(tzinfo=None)
         db.session.commit()
 
         return site
 
 
-api.add_resource(AppSite, "/apps/<uuid:app_id>/site")
-api.add_resource(AppSiteAccessTokenReset, "/apps/<uuid:app_id>/site/access-token-reset")
+api.add_resource(AppSite, '/apps/<uuid:app_id>/site')
+api.add_resource(AppSiteAccessTokenReset, '/apps/<uuid:app_id>/site/access-token-reset')

api/controllers/console/app/statistic.py

@@ -11,69 +11,13 @@ from controllers.console.app.wraps import get_app_model
 from controllers.console.setup import setup_required
 from controllers.console.wraps import account_initialization_required
 from extensions.ext_database import db
-from libs.helper import DatetimeString
+from libs.helper import datetime_string
 from libs.login import login_required
 from models.model import AppMode
 
 
-class DailyMessageStatistic(Resource):
-    @setup_required
-    @login_required
-    @account_initialization_required
-    @get_app_model
-    def get(self, app_model):
-        account = current_user
-
-        parser = reqparse.RequestParser()
-        parser.add_argument("start", type=DatetimeString("%Y-%m-%d %H:%M"), location="args")
-        parser.add_argument("end", type=DatetimeString("%Y-%m-%d %H:%M"), location="args")
-        args = parser.parse_args()
-
-        sql_query = """SELECT
-    DATE(DATE_TRUNC('day', created_at AT TIME ZONE 'UTC' AT TIME ZONE :tz )) AS date,
-    COUNT(*) AS message_count
-FROM
-    messages
-WHERE
-    app_id = :app_id"""
-        arg_dict = {"tz": account.timezone, "app_id": app_model.id}
-
-        timezone = pytz.timezone(account.timezone)
-        utc_timezone = pytz.utc
-
-        if args["start"]:
-            start_datetime = datetime.strptime(args["start"], "%Y-%m-%d %H:%M")
-            start_datetime = start_datetime.replace(second=0)
-
-            start_datetime_timezone = timezone.localize(start_datetime)
-            start_datetime_utc = start_datetime_timezone.astimezone(utc_timezone)
-
-            sql_query += " AND created_at >= :start"
-            arg_dict["start"] = start_datetime_utc
-
-        if args["end"]:
-            end_datetime = datetime.strptime(args["end"], "%Y-%m-%d %H:%M")
-            end_datetime = end_datetime.replace(second=0)
-
-            end_datetime_timezone = timezone.localize(end_datetime)
-            end_datetime_utc = end_datetime_timezone.astimezone(utc_timezone)
-
-            sql_query += " AND created_at < :end"
-            arg_dict["end"] = end_datetime_utc
-
-        sql_query += " GROUP BY date ORDER BY date"
-
-        response_data = []
-
-        with db.engine.begin() as conn:
-            rs = conn.execute(db.text(sql_query), arg_dict)
-            for i in rs:
-                response_data.append({"date": str(i.date), "message_count": i.message_count})
-
-        return jsonify({"data": response_data})
-
-
 class DailyConversationStatistic(Resource):
+
     @setup_required
     @login_required
     @account_initialization_required
@@ -82,55 +26,58 @@ class DailyConversationStatistic(Resource):
         account = current_user
 
         parser = reqparse.RequestParser()
-        parser.add_argument("start", type=DatetimeString("%Y-%m-%d %H:%M"), location="args")
-        parser.add_argument("end", type=DatetimeString("%Y-%m-%d %H:%M"), location="args")
+        parser.add_argument('start', type=datetime_string('%Y-%m-%d %H:%M'), location='args')
+        parser.add_argument('end', type=datetime_string('%Y-%m-%d %H:%M'), location='args')
         args = parser.parse_args()
 
-        sql_query = """SELECT
-    DATE(DATE_TRUNC('day', created_at AT TIME ZONE 'UTC' AT TIME ZONE :tz )) AS date,
-    COUNT(DISTINCT messages.conversation_id) AS conversation_count
-FROM
-    messages
-WHERE
-    app_id = :app_id"""
-        arg_dict = {"tz": account.timezone, "app_id": app_model.id}
+        sql_query = '''
+        SELECT date(DATE_TRUNC('day', created_at AT TIME ZONE 'UTC' AT TIME ZONE :tz )) AS date, count(distinct messages.conversation_id) AS conversation_count
+            FROM messages where app_id = :app_id 
+        '''
+        arg_dict = {'tz': account.timezone, 'app_id': app_model.id}
 
         timezone = pytz.timezone(account.timezone)
         utc_timezone = pytz.utc
 
-        if args["start"]:
-            start_datetime = datetime.strptime(args["start"], "%Y-%m-%d %H:%M")
+        if args['start']:
+            start_datetime = datetime.strptime(args['start'], '%Y-%m-%d %H:%M')
             start_datetime = start_datetime.replace(second=0)
 
             start_datetime_timezone = timezone.localize(start_datetime)
             start_datetime_utc = start_datetime_timezone.astimezone(utc_timezone)
 
-            sql_query += " AND created_at >= :start"
-            arg_dict["start"] = start_datetime_utc
+            sql_query += ' and created_at >= :start'
+            arg_dict['start'] = start_datetime_utc
 
-        if args["end"]:
-            end_datetime = datetime.strptime(args["end"], "%Y-%m-%d %H:%M")
+        if args['end']:
+            end_datetime = datetime.strptime(args['end'], '%Y-%m-%d %H:%M')
             end_datetime = end_datetime.replace(second=0)
 
             end_datetime_timezone = timezone.localize(end_datetime)
             end_datetime_utc = end_datetime_timezone.astimezone(utc_timezone)
 
-            sql_query += " AND created_at < :end"
-            arg_dict["end"] = end_datetime_utc
+            sql_query += ' and created_at < :end'
+            arg_dict['end'] = end_datetime_utc
 
-        sql_query += " GROUP BY date ORDER BY date"
+        sql_query += ' GROUP BY date order by date'
 
         response_data = []
 
         with db.engine.begin() as conn:
             rs = conn.execute(db.text(sql_query), arg_dict)
             for i in rs:
-                response_data.append({"date": str(i.date), "conversation_count": i.conversation_count})
+                response_data.append({
+                    'date': str(i.date),
+                    'conversation_count': i.conversation_count
+                })
 
-        return jsonify({"data": response_data})
+        return jsonify({
+            'data': response_data
+        })
 
 
 class DailyTerminalsStatistic(Resource):
+
     @setup_required
     @login_required
     @account_initialization_required
@@ -139,52 +86,54 @@ class DailyTerminalsStatistic(Resource):
         account = current_user
 
         parser = reqparse.RequestParser()
-        parser.add_argument("start", type=DatetimeString("%Y-%m-%d %H:%M"), location="args")
-        parser.add_argument("end", type=DatetimeString("%Y-%m-%d %H:%M"), location="args")
+        parser.add_argument('start', type=datetime_string('%Y-%m-%d %H:%M'), location='args')
+        parser.add_argument('end', type=datetime_string('%Y-%m-%d %H:%M'), location='args')
         args = parser.parse_args()
 
-        sql_query = """SELECT
-    DATE(DATE_TRUNC('day', created_at AT TIME ZONE 'UTC' AT TIME ZONE :tz )) AS date,
-    COUNT(DISTINCT messages.from_end_user_id) AS terminal_count
-FROM
-    messages
-WHERE
-    app_id = :app_id"""
-        arg_dict = {"tz": account.timezone, "app_id": app_model.id}
+        sql_query = '''
+                SELECT date(DATE_TRUNC('day', created_at AT TIME ZONE 'UTC' AT TIME ZONE :tz )) AS date, count(distinct messages.from_end_user_id) AS terminal_count
+                    FROM messages where app_id = :app_id 
+                '''
+        arg_dict = {'tz': account.timezone, 'app_id': app_model.id}
 
         timezone = pytz.timezone(account.timezone)
         utc_timezone = pytz.utc
 
-        if args["start"]:
-            start_datetime = datetime.strptime(args["start"], "%Y-%m-%d %H:%M")
+        if args['start']:
+            start_datetime = datetime.strptime(args['start'], '%Y-%m-%d %H:%M')
             start_datetime = start_datetime.replace(second=0)
 
             start_datetime_timezone = timezone.localize(start_datetime)
             start_datetime_utc = start_datetime_timezone.astimezone(utc_timezone)
 
-            sql_query += " AND created_at >= :start"
-            arg_dict["start"] = start_datetime_utc
+            sql_query += ' and created_at >= :start'
+            arg_dict['start'] = start_datetime_utc
 
-        if args["end"]:
-            end_datetime = datetime.strptime(args["end"], "%Y-%m-%d %H:%M")
+        if args['end']:
+            end_datetime = datetime.strptime(args['end'], '%Y-%m-%d %H:%M')
             end_datetime = end_datetime.replace(second=0)
 
             end_datetime_timezone = timezone.localize(end_datetime)
             end_datetime_utc = end_datetime_timezone.astimezone(utc_timezone)
 
-            sql_query += " AND created_at < :end"
-            arg_dict["end"] = end_datetime_utc
+            sql_query += ' and created_at < :end'
+            arg_dict['end'] = end_datetime_utc
 
-        sql_query += " GROUP BY date ORDER BY date"
+        sql_query += ' GROUP BY date order by date'
 
         response_data = []
 
         with db.engine.begin() as conn:
-            rs = conn.execute(db.text(sql_query), arg_dict)
+            rs = conn.execute(db.text(sql_query), arg_dict)            
             for i in rs:
-                response_data.append({"date": str(i.date), "terminal_count": i.terminal_count})
+                response_data.append({
+                    'date': str(i.date),
+                    'terminal_count': i.terminal_count
+                })
 
-        return jsonify({"data": response_data})
+        return jsonify({
+            'data': response_data
+        })
 
 
 class DailyTokenCostStatistic(Resource):
@@ -196,55 +145,58 @@ class DailyTokenCostStatistic(Resource):
         account = current_user
 
         parser = reqparse.RequestParser()
-        parser.add_argument("start", type=DatetimeString("%Y-%m-%d %H:%M"), location="args")
-        parser.add_argument("end", type=DatetimeString("%Y-%m-%d %H:%M"), location="args")
+        parser.add_argument('start', type=datetime_string('%Y-%m-%d %H:%M'), location='args')
+        parser.add_argument('end', type=datetime_string('%Y-%m-%d %H:%M'), location='args')
         args = parser.parse_args()
 
-        sql_query = """SELECT
-    DATE(DATE_TRUNC('day', created_at AT TIME ZONE 'UTC' AT TIME ZONE :tz )) AS date,
-    (SUM(messages.message_tokens) + SUM(messages.answer_tokens)) AS token_count,
-    SUM(total_price) AS total_price
-FROM
-    messages
-WHERE
-    app_id = :app_id"""
-        arg_dict = {"tz": account.timezone, "app_id": app_model.id}
+        sql_query = '''
+                SELECT date(DATE_TRUNC('day', created_at AT TIME ZONE 'UTC' AT TIME ZONE :tz )) AS date, 
+                    (sum(messages.message_tokens) + sum(messages.answer_tokens)) as token_count,
+                    sum(total_price) as total_price
+                    FROM messages where app_id = :app_id 
+                '''
+        arg_dict = {'tz': account.timezone, 'app_id': app_model.id}
 
         timezone = pytz.timezone(account.timezone)
         utc_timezone = pytz.utc
 
-        if args["start"]:
-            start_datetime = datetime.strptime(args["start"], "%Y-%m-%d %H:%M")
+        if args['start']:
+            start_datetime = datetime.strptime(args['start'], '%Y-%m-%d %H:%M')
             start_datetime = start_datetime.replace(second=0)
 
             start_datetime_timezone = timezone.localize(start_datetime)
             start_datetime_utc = start_datetime_timezone.astimezone(utc_timezone)
 
-            sql_query += " AND created_at >= :start"
-            arg_dict["start"] = start_datetime_utc
+            sql_query += ' and created_at >= :start'
+            arg_dict['start'] = start_datetime_utc
 
-        if args["end"]:
-            end_datetime = datetime.strptime(args["end"], "%Y-%m-%d %H:%M")
+        if args['end']:
+            end_datetime = datetime.strptime(args['end'], '%Y-%m-%d %H:%M')
             end_datetime = end_datetime.replace(second=0)
 
             end_datetime_timezone = timezone.localize(end_datetime)
             end_datetime_utc = end_datetime_timezone.astimezone(utc_timezone)
 
-            sql_query += " AND created_at < :end"
-            arg_dict["end"] = end_datetime_utc
+            sql_query += ' and created_at < :end'
+            arg_dict['end'] = end_datetime_utc
 
-        sql_query += " GROUP BY date ORDER BY date"
+        sql_query += ' GROUP BY date order by date'
 
         response_data = []
 
         with db.engine.begin() as conn:
             rs = conn.execute(db.text(sql_query), arg_dict)
             for i in rs:
-                response_data.append(
-                    {"date": str(i.date), "token_count": i.token_count, "total_price": i.total_price, "currency": "USD"}
-                )
+                response_data.append({
+                    'date': str(i.date),
+                    'token_count': i.token_count,
+                    'total_price': i.total_price,
+                    'currency': 'USD'
+                })
 
-        return jsonify({"data": response_data})
+        return jsonify({
+            'data': response_data
+        })
 
 
 class AverageSessionInteractionStatistic(Resource):
@@ -256,72 +208,60 @@ class AverageSessionInteractionStatistic(Resource):
         account = current_user
 
         parser = reqparse.RequestParser()
-        parser.add_argument("start", type=DatetimeString("%Y-%m-%d %H:%M"), location="args")
-        parser.add_argument("end", type=DatetimeString("%Y-%m-%d %H:%M"), location="args")
+        parser.add_argument('start', type=datetime_string('%Y-%m-%d %H:%M'), location='args')
+        parser.add_argument('end', type=datetime_string('%Y-%m-%d %H:%M'), location='args')
         args = parser.parse_args()
 
-        sql_query = """SELECT
-    DATE(DATE_TRUNC('day', c.created_at AT TIME ZONE 'UTC' AT TIME ZONE :tz )) AS date,
-    AVG(subquery.message_count) AS interactions
-FROM
-    (
-        SELECT
-            m.conversation_id,
-            COUNT(m.id) AS message_count
-        FROM
-            conversations c
-        JOIN
-            messages m
-            ON c.id = m.conversation_id
-        WHERE
-            c.override_model_configs IS NULL
-            AND c.app_id = :app_id"""
-        arg_dict = {"tz": account.timezone, "app_id": app_model.id}
+        sql_query = """SELECT date(DATE_TRUNC('day', c.created_at AT TIME ZONE 'UTC' AT TIME ZONE :tz )) AS date, 
+AVG(subquery.message_count) AS interactions
+FROM (SELECT m.conversation_id, COUNT(m.id) AS message_count
+    FROM conversations c
+    JOIN messages m ON c.id = m.conversation_id
+    WHERE c.override_model_configs IS NULL AND c.app_id = :app_id"""
+        arg_dict = {'tz': account.timezone, 'app_id': app_model.id}
 
         timezone = pytz.timezone(account.timezone)
         utc_timezone = pytz.utc
 
-        if args["start"]:
-            start_datetime = datetime.strptime(args["start"], "%Y-%m-%d %H:%M")
+        if args['start']:
+            start_datetime = datetime.strptime(args['start'], '%Y-%m-%d %H:%M')
             start_datetime = start_datetime.replace(second=0)
 
             start_datetime_timezone = timezone.localize(start_datetime)
             start_datetime_utc = start_datetime_timezone.astimezone(utc_timezone)
 
-            sql_query += " AND c.created_at >= :start"
-            arg_dict["start"] = start_datetime_utc
+            sql_query += ' and c.created_at >= :start'
+            arg_dict['start'] = start_datetime_utc
 
-        if args["end"]:
-            end_datetime = datetime.strptime(args["end"], "%Y-%m-%d %H:%M")
+        if args['end']:
+            end_datetime = datetime.strptime(args['end'], '%Y-%m-%d %H:%M')
             end_datetime = end_datetime.replace(second=0)
 
             end_datetime_timezone = timezone.localize(end_datetime)
             end_datetime_utc = end_datetime_timezone.astimezone(utc_timezone)
 
-            sql_query += " AND c.created_at < :end"
-            arg_dict["end"] = end_datetime_utc
+            sql_query += ' and c.created_at < :end'
+            arg_dict['end'] = end_datetime_utc
 
         sql_query += """
-        GROUP BY m.conversation_id
-    ) subquery
-LEFT JOIN
-    conversations c
-    ON c.id = subquery.conversation_id
-GROUP BY
-    date
-ORDER BY
-    date"""
+        GROUP BY m.conversation_id) subquery
+LEFT JOIN conversations c on c.id=subquery.conversation_id
+GROUP BY date
+ORDER BY date"""
 
         response_data = []
-
+        
         with db.engine.begin() as conn:
             rs = conn.execute(db.text(sql_query), arg_dict)
             for i in rs:
-                response_data.append(
-                    {"date": str(i.date), "interactions": float(i.interactions.quantize(Decimal("0.01")))}
-                )
+                response_data.append({
+                    'date': str(i.date),
+                    'interactions': float(i.interactions.quantize(Decimal('0.01')))
+                })
 
-        return jsonify({"data": response_data})
+        return jsonify({
+            'data': response_data
+        })
 
 
 class UserSatisfactionRateStatistic(Resource):
@@ -333,61 +273,57 @@ class UserSatisfactionRateStatistic(Resource):
         account = current_user
 
         parser = reqparse.RequestParser()
-        parser.add_argument("start", type=DatetimeString("%Y-%m-%d %H:%M"), location="args")
-        parser.add_argument("end", type=DatetimeString("%Y-%m-%d %H:%M"), location="args")
+        parser.add_argument('start', type=datetime_string('%Y-%m-%d %H:%M'), location='args')
+        parser.add_argument('end', type=datetime_string('%Y-%m-%d %H:%M'), location='args')
         args = parser.parse_args()
 
-        sql_query = """SELECT
-    DATE(DATE_TRUNC('day', m.created_at AT TIME ZONE 'UTC' AT TIME ZONE :tz )) AS date,
-    COUNT(m.id) AS message_count,
-    COUNT(mf.id) AS feedback_count
-FROM
-    messages m
-LEFT JOIN
-    message_feedbacks mf
-    ON mf.message_id=m.id AND mf.rating='like'
-WHERE
-    m.app_id = :app_id"""
-        arg_dict = {"tz": account.timezone, "app_id": app_model.id}
+        sql_query = '''
+                        SELECT date(DATE_TRUNC('day', m.created_at AT TIME ZONE 'UTC' AT TIME ZONE :tz )) AS date, 
+                            COUNT(m.id) as message_count, COUNT(mf.id) as feedback_count 
+                            FROM messages m
+                            LEFT JOIN message_feedbacks mf on mf.message_id=m.id
+                            WHERE m.app_id = :app_id 
+                        '''
+        arg_dict = {'tz': account.timezone, 'app_id': app_model.id}
 
         timezone = pytz.timezone(account.timezone)
         utc_timezone = pytz.utc
 
-        if args["start"]:
-            start_datetime = datetime.strptime(args["start"], "%Y-%m-%d %H:%M")
+        if args['start']:
+            start_datetime = datetime.strptime(args['start'], '%Y-%m-%d %H:%M')
             start_datetime = start_datetime.replace(second=0)
 
             start_datetime_timezone = timezone.localize(start_datetime)
             start_datetime_utc = start_datetime_timezone.astimezone(utc_timezone)
 
-            sql_query += " AND m.created_at >= :start"
-            arg_dict["start"] = start_datetime_utc
+            sql_query += ' and m.created_at >= :start'
+            arg_dict['start'] = start_datetime_utc
 
-        if args["end"]:
-            end_datetime = datetime.strptime(args["end"], "%Y-%m-%d %H:%M")
+        if args['end']:
+            end_datetime = datetime.strptime(args['end'], '%Y-%m-%d %H:%M')
             end_datetime = end_datetime.replace(second=0)
 
             end_datetime_timezone = timezone.localize(end_datetime)
             end_datetime_utc = end_datetime_timezone.astimezone(utc_timezone)
 
-            sql_query += " AND m.created_at < :end"
-            arg_dict["end"] = end_datetime_utc
+            sql_query += ' and m.created_at < :end'
+            arg_dict['end'] = end_datetime_utc
 
-        sql_query += " GROUP BY date ORDER BY date"
+        sql_query += ' GROUP BY date order by date'
 
         response_data = []
 
         with db.engine.begin() as conn:
             rs = conn.execute(db.text(sql_query), arg_dict)
             for i in rs:
-                response_data.append(
-                    {
-                        "date": str(i.date),
-                        "rate": round((i.feedback_count * 1000 / i.message_count) if i.message_count > 0 else 0, 2),
-                    }
-                )
+                response_data.append({
+                    'date': str(i.date),
+                    'rate': round((i.feedback_count * 1000 / i.message_count) if i.message_count > 0 else 0, 2),
+                })
 
-        return jsonify({"data": response_data})
+        return jsonify({
+            'data': response_data
+        })
 
 
 class AverageResponseTimeStatistic(Resource):
@@ -399,52 +335,56 @@ class AverageResponseTimeStatistic(Resource):
         account = current_user
 
         parser = reqparse.RequestParser()
-        parser.add_argument("start", type=DatetimeString("%Y-%m-%d %H:%M"), location="args")
-        parser.add_argument("end", type=DatetimeString("%Y-%m-%d %H:%M"), location="args")
+        parser.add_argument('start', type=datetime_string('%Y-%m-%d %H:%M'), location='args')
+        parser.add_argument('end', type=datetime_string('%Y-%m-%d %H:%M'), location='args')
         args = parser.parse_args()
 
-        sql_query = """SELECT
-    DATE(DATE_TRUNC('day', created_at AT TIME ZONE 'UTC' AT TIME ZONE :tz )) AS date,
-    AVG(provider_response_latency) AS latency
-FROM
-    messages
-WHERE
-    app_id = :app_id"""
-        arg_dict = {"tz": account.timezone, "app_id": app_model.id}
+        sql_query = '''
+                SELECT date(DATE_TRUNC('day', created_at AT TIME ZONE 'UTC' AT TIME ZONE :tz )) AS date, 
+                    AVG(provider_response_latency) as latency
+                    FROM messages
+                    WHERE app_id = :app_id
+                '''
+        arg_dict = {'tz': account.timezone, 'app_id': app_model.id}
 
         timezone = pytz.timezone(account.timezone)
         utc_timezone = pytz.utc
 
-        if args["start"]:
-            start_datetime = datetime.strptime(args["start"], "%Y-%m-%d %H:%M")
+        if args['start']:
+            start_datetime = datetime.strptime(args['start'], '%Y-%m-%d %H:%M')
             start_datetime = start_datetime.replace(second=0)
 
             start_datetime_timezone = timezone.localize(start_datetime)
             start_datetime_utc = start_datetime_timezone.astimezone(utc_timezone)
 
-            sql_query += " AND created_at >= :start"
-            arg_dict["start"] = start_datetime_utc
+            sql_query += ' and created_at >= :start'
+            arg_dict['start'] = start_datetime_utc
 
-        if args["end"]:
-            end_datetime = datetime.strptime(args["end"], "%Y-%m-%d %H:%M")
+        if args['end']:
+            end_datetime = datetime.strptime(args['end'], '%Y-%m-%d %H:%M')
             end_datetime = end_datetime.replace(second=0)
 
             end_datetime_timezone = timezone.localize(end_datetime)
             end_datetime_utc = end_datetime_timezone.astimezone(utc_timezone)
 
-            sql_query += " AND created_at < :end"
-            arg_dict["end"] = end_datetime_utc
+            sql_query += ' and created_at < :end'
+            arg_dict['end'] = end_datetime_utc
 
-        sql_query += " GROUP BY date ORDER BY date"
+        sql_query += ' GROUP BY date order by date'
 
         response_data = []
 
         with db.engine.begin() as conn:
-            rs = conn.execute(db.text(sql_query), arg_dict)
+            rs = conn.execute(db.text(sql_query), arg_dict)            
             for i in rs:
-                response_data.append({"date": str(i.date), "latency": round(i.latency * 1000, 4)})
+                response_data.append({
+                    'date': str(i.date),
+                    'latency': round(i.latency * 1000, 4)
+                })
 
-        return jsonify({"data": response_data})
+        return jsonify({
+            'data': response_data
+        })
 
 
 class TokensPerSecondStatistic(Resource):
@@ -456,62 +396,63 @@ class TokensPerSecondStatistic(Resource):
         account = current_user
 
         parser = reqparse.RequestParser()
-        parser.add_argument("start", type=DatetimeString("%Y-%m-%d %H:%M"), location="args")
-        parser.add_argument("end", type=DatetimeString("%Y-%m-%d %H:%M"), location="args")
+        parser.add_argument('start', type=datetime_string('%Y-%m-%d %H:%M'), location='args')
+        parser.add_argument('end', type=datetime_string('%Y-%m-%d %H:%M'), location='args')
         args = parser.parse_args()
 
-        sql_query = """SELECT
-    DATE(DATE_TRUNC('day', created_at AT TIME ZONE 'UTC' AT TIME ZONE :tz )) AS date,
-    CASE
+        sql_query = '''SELECT date(DATE_TRUNC('day', created_at AT TIME ZONE 'UTC' AT TIME ZONE :tz )) AS date, 
+    CASE 
         WHEN SUM(provider_response_latency) = 0 THEN 0
         ELSE (SUM(answer_tokens) / SUM(provider_response_latency))
     END as tokens_per_second
-FROM
-    messages
-WHERE
-    app_id = :app_id"""
-        arg_dict = {"tz": account.timezone, "app_id": app_model.id}
+FROM messages
+WHERE app_id = :app_id'''
+        arg_dict = {'tz': account.timezone, 'app_id': app_model.id}
 
         timezone = pytz.timezone(account.timezone)
         utc_timezone = pytz.utc
 
-        if args["start"]:
-            start_datetime = datetime.strptime(args["start"], "%Y-%m-%d %H:%M")
+        if args['start']:
+            start_datetime = datetime.strptime(args['start'], '%Y-%m-%d %H:%M')
             start_datetime = start_datetime.replace(second=0)
 
             start_datetime_timezone = timezone.localize(start_datetime)
             start_datetime_utc = start_datetime_timezone.astimezone(utc_timezone)
 
-            sql_query += " AND created_at >= :start"
-            arg_dict["start"] = start_datetime_utc
+            sql_query += ' and created_at >= :start'
+            arg_dict['start'] = start_datetime_utc
 
-        if args["end"]:
-            end_datetime = datetime.strptime(args["end"], "%Y-%m-%d %H:%M")
+        if args['end']:
+            end_datetime = datetime.strptime(args['end'], '%Y-%m-%d %H:%M')
             end_datetime = end_datetime.replace(second=0)
 
             end_datetime_timezone = timezone.localize(end_datetime)
             end_datetime_utc = end_datetime_timezone.astimezone(utc_timezone)
 
-            sql_query += " AND created_at < :end"
-            arg_dict["end"] = end_datetime_utc
+            sql_query += ' and created_at < :end'
+            arg_dict['end'] = end_datetime_utc
 
-        sql_query += " GROUP BY date ORDER BY date"
+        sql_query += ' GROUP BY date order by date'
 
         response_data = []
 
         with db.engine.begin() as conn:
             rs = conn.execute(db.text(sql_query), arg_dict)
             for i in rs:
-                response_data.append({"date": str(i.date), "tps": round(i.tokens_per_second, 4)})
+                response_data.append({
+                    'date': str(i.date),
+                    'tps': round(i.tokens_per_second, 4)
+                })
 
-        return jsonify({"data": response_data})
+        return jsonify({
+            'data': response_data
+        })
 
 
-api.add_resource(DailyMessageStatistic, "/apps/<uuid:app_id>/statistics/daily-messages")
-api.add_resource(DailyConversationStatistic, "/apps/<uuid:app_id>/statistics/daily-conversations")
-api.add_resource(DailyTerminalsStatistic, "/apps/<uuid:app_id>/statistics/daily-end-users")
-api.add_resource(DailyTokenCostStatistic, "/apps/<uuid:app_id>/statistics/token-costs")
-api.add_resource(AverageSessionInteractionStatistic, "/apps/<uuid:app_id>/statistics/average-session-interactions")
-api.add_resource(UserSatisfactionRateStatistic, "/apps/<uuid:app_id>/statistics/user-satisfaction-rate")
-api.add_resource(AverageResponseTimeStatistic, "/apps/<uuid:app_id>/statistics/average-response-time")
-api.add_resource(TokensPerSecondStatistic, "/apps/<uuid:app_id>/statistics/tokens-per-second")
+api.add_resource(DailyConversationStatistic, '/apps/<uuid:app_id>/statistics/daily-conversations')
+api.add_resource(DailyTerminalsStatistic, '/apps/<uuid:app_id>/statistics/daily-end-users')
+api.add_resource(DailyTokenCostStatistic, '/apps/<uuid:app_id>/statistics/token-costs')
+api.add_resource(AverageSessionInteractionStatistic, '/apps/<uuid:app_id>/statistics/average-session-interactions')
+api.add_resource(UserSatisfactionRateStatistic, '/apps/<uuid:app_id>/statistics/user-satisfaction-rate')
+api.add_resource(AverageResponseTimeStatistic, '/apps/<uuid:app_id>/statistics/average-response-time')
+api.add_resource(TokensPerSecondStatistic, '/apps/<uuid:app_id>/statistics/tokens-per-second')

api/controllers/console/app/workflow.py

@@ -13,7 +13,6 @@ from controllers.console.setup import setup_required
 from controllers.console.wraps import account_initialization_required
 from core.app.apps.base_app_queue_manager import AppQueueManager
 from core.app.entities.app_invoke_entities import InvokeFrom
-from core.app.segments import factory
 from core.errors.error import AppInvokeQuotaExceededError
 from fields.workflow_fields import workflow_fields
 from fields.workflow_run_fields import workflow_run_node_execution_fields
@@ -21,7 +20,6 @@ from libs import helper
 from libs.helper import TimestampField, uuid_value
 from libs.login import current_user, login_required
 from models.model import App, AppMode
-from services.app_dsl_service import AppDslService
 from services.app_generate_service import AppGenerateService
 from services.errors.app import WorkflowHashNotEqualError
 from services.workflow_service import WorkflowService
@@ -42,7 +40,7 @@ class DraftWorkflowApi(Resource):
         # The role of the current user in the ta table must be admin, owner, or editor
         if not current_user.is_editor:
             raise Forbidden()
-
+        
         # fetch draft workflow by app_model
         workflow_service = WorkflowService()
         workflow = workflow_service.get_draft_workflow(app_model=app_model)
@@ -64,54 +62,43 @@ class DraftWorkflowApi(Resource):
         # The role of the current user in the ta table must be admin, owner, or editor
         if not current_user.is_editor:
             raise Forbidden()
+        
+        content_type = request.headers.get('Content-Type')
 
-        content_type = request.headers.get("Content-Type", "")
-
-        if "application/json" in content_type:
+        if 'application/json' in content_type:
             parser = reqparse.RequestParser()
-            parser.add_argument("graph", type=dict, required=True, nullable=False, location="json")
-            parser.add_argument("features", type=dict, required=True, nullable=False, location="json")
-            parser.add_argument("hash", type=str, required=False, location="json")
-            # TODO: set this to required=True after frontend is updated
-            parser.add_argument("environment_variables", type=list, required=False, location="json")
-            parser.add_argument("conversation_variables", type=list, required=False, location="json")
+            parser.add_argument('graph', type=dict, required=True, nullable=False, location='json')
+            parser.add_argument('features', type=dict, required=True, nullable=False, location='json')
+            parser.add_argument('hash', type=str, required=False, location='json')
             args = parser.parse_args()
-        elif "text/plain" in content_type:
+        elif 'text/plain' in content_type:
             try:
-                data = json.loads(request.data.decode("utf-8"))
-                if "graph" not in data or "features" not in data:
-                    raise ValueError("graph or features not found in data")
+                data = json.loads(request.data.decode('utf-8'))
+                if 'graph' not in data or 'features' not in data:
+                    raise ValueError('graph or features not found in data')
 
-                if not isinstance(data.get("graph"), dict) or not isinstance(data.get("features"), dict):
-                    raise ValueError("graph or features is not a dict")
+                if not isinstance(data.get('graph'), dict) or not isinstance(data.get('features'), dict):
+                    raise ValueError('graph or features is not a dict')
 
                 args = {
-                    "graph": data.get("graph"),
-                    "features": data.get("features"),
-                    "hash": data.get("hash"),
-                    "environment_variables": data.get("environment_variables"),
-                    "conversation_variables": data.get("conversation_variables"),
+                    'graph': data.get('graph'),
+                    'features': data.get('features'),
+                    'hash': data.get('hash')
                 }
             except json.JSONDecodeError:
-                return {"message": "Invalid JSON data"}, 400
+                return {'message': 'Invalid JSON data'}, 400
         else:
             abort(415)
 
         workflow_service = WorkflowService()
 
         try:
-            environment_variables_list = args.get("environment_variables") or []
-            environment_variables = [factory.build_variable_from_mapping(obj) for obj in environment_variables_list]
-            conversation_variables_list = args.get("conversation_variables") or []
-            conversation_variables = [factory.build_variable_from_mapping(obj) for obj in conversation_variables_list]
             workflow = workflow_service.sync_draft_workflow(
                 app_model=app_model,
-                graph=args["graph"],
-                features=args["features"],
-                unique_hash=args.get("hash"),
-                account=current_user,
-                environment_variables=environment_variables,
-                conversation_variables=conversation_variables,
+                graph=args.get('graph'),
+                features=args.get('features'),
+                unique_hash=args.get('hash'),
+                account=current_user
             )
         except WorkflowHashNotEqualError:
             raise DraftWorkflowNotSync()
@@ -119,7 +106,7 @@ class DraftWorkflowApi(Resource):
         return {
             "result": "success",
             "hash": workflow.unique_hash,
-            "updated_at": TimestampField().format(workflow.updated_at or workflow.created_at),
+            "updated_at": TimestampField().format(workflow.updated_at or workflow.created_at)
         }
 
 
@@ -138,11 +125,14 @@ class DraftWorkflowImportApi(Resource):
             raise Forbidden()
 
         parser = reqparse.RequestParser()
-        parser.add_argument("data", type=str, required=True, nullable=False, location="json")
+        parser.add_argument('data', type=str, required=True, nullable=False, location='json')
         args = parser.parse_args()
 
-        workflow = AppDslService.import_and_overwrite_workflow(
-            app_model=app_model, data=args["data"], account=current_user
+        workflow_service = WorkflowService()
+        workflow = workflow_service.import_draft_workflow(
+            app_model=app_model,
+            data=args['data'],
+            account=current_user
         )
 
         return workflow
@@ -160,19 +150,21 @@ class AdvancedChatDraftWorkflowRunApi(Resource):
         # The role of the current user in the ta table must be admin, owner, or editor
         if not current_user.is_editor:
             raise Forbidden()
-
+        
         parser = reqparse.RequestParser()
-        parser.add_argument("inputs", type=dict, location="json")
-        parser.add_argument("query", type=str, required=True, location="json", default="")
-        parser.add_argument("files", type=list, location="json")
-        parser.add_argument("conversation_id", type=uuid_value, location="json")
-        parser.add_argument("parent_message_id", type=uuid_value, required=False, location="json")
-
+        parser.add_argument('inputs', type=dict, location='json')
+        parser.add_argument('query', type=str, required=True, location='json', default='')
+        parser.add_argument('files', type=list, location='json')
+        parser.add_argument('conversation_id', type=uuid_value, location='json')
         args = parser.parse_args()
 
         try:
             response = AppGenerateService.generate(
-                app_model=app_model, user=current_user, args=args, invoke_from=InvokeFrom.DEBUGGER, streaming=True
+                app_model=app_model,
+                user=current_user,
+                args=args,
+                invoke_from=InvokeFrom.DEBUGGER,
+                streaming=True
             )
 
             return helper.compact_generate_response(response)
@@ -186,7 +178,6 @@ class AdvancedChatDraftWorkflowRunApi(Resource):
             logging.exception("internal server error.")
             raise InternalServerError()
 
-
 class AdvancedChatDraftRunIterationNodeApi(Resource):
     @setup_required
     @login_required
@@ -199,14 +190,18 @@ class AdvancedChatDraftRunIterationNodeApi(Resource):
         # The role of the current user in the ta table must be admin, owner, or editor
         if not current_user.is_editor:
             raise Forbidden()
-
+        
         parser = reqparse.RequestParser()
-        parser.add_argument("inputs", type=dict, location="json")
+        parser.add_argument('inputs', type=dict, location='json')
         args = parser.parse_args()
 
         try:
             response = AppGenerateService.generate_single_iteration(
-                app_model=app_model, user=current_user, node_id=node_id, args=args, streaming=True
+                app_model=app_model,
+                user=current_user,
+                node_id=node_id,
+                args=args,
+                streaming=True
             )
 
             return helper.compact_generate_response(response)
@@ -220,7 +215,6 @@ class AdvancedChatDraftRunIterationNodeApi(Resource):
             logging.exception("internal server error.")
             raise InternalServerError()
 
-
 class WorkflowDraftRunIterationNodeApi(Resource):
     @setup_required
     @login_required
@@ -233,14 +227,18 @@ class WorkflowDraftRunIterationNodeApi(Resource):
         # The role of the current user in the ta table must be admin, owner, or editor
         if not current_user.is_editor:
             raise Forbidden()
-
+        
         parser = reqparse.RequestParser()
-        parser.add_argument("inputs", type=dict, location="json")
+        parser.add_argument('inputs', type=dict, location='json')
         args = parser.parse_args()
 
         try:
             response = AppGenerateService.generate_single_iteration(
-                app_model=app_model, user=current_user, node_id=node_id, args=args, streaming=True
+                app_model=app_model,
+                user=current_user,
+                node_id=node_id,
+                args=args,
+                streaming=True
             )
 
             return helper.compact_generate_response(response)
@@ -254,7 +252,6 @@ class WorkflowDraftRunIterationNodeApi(Resource):
             logging.exception("internal server error.")
             raise InternalServerError()
 
-
 class DraftWorkflowRunApi(Resource):
     @setup_required
     @login_required
@@ -267,15 +264,19 @@ class DraftWorkflowRunApi(Resource):
         # The role of the current user in the ta table must be admin, owner, or editor
         if not current_user.is_editor:
             raise Forbidden()
-
+        
         parser = reqparse.RequestParser()
-        parser.add_argument("inputs", type=dict, required=True, nullable=False, location="json")
-        parser.add_argument("files", type=list, required=False, location="json")
+        parser.add_argument('inputs', type=dict, required=True, nullable=False, location='json')
+        parser.add_argument('files', type=list, required=False, location='json')
         args = parser.parse_args()
 
         try:
             response = AppGenerateService.generate(
-                app_model=app_model, user=current_user, args=args, invoke_from=InvokeFrom.DEBUGGER, streaming=True
+                app_model=app_model,
+                user=current_user,
+                args=args,
+                invoke_from=InvokeFrom.DEBUGGER,
+                streaming=True
             )
 
             return helper.compact_generate_response(response)
@@ -298,10 +299,12 @@ class WorkflowTaskStopApi(Resource):
         # The role of the current user in the ta table must be admin, owner, or editor
         if not current_user.is_editor:
             raise Forbidden()
-
+        
         AppQueueManager.set_stop_flag(task_id, InvokeFrom.DEBUGGER, current_user.id)
 
-        return {"result": "success"}
+        return {
+            "result": "success"
+        }
 
 
 class DraftWorkflowNodeRunApi(Resource):
@@ -317,20 +320,24 @@ class DraftWorkflowNodeRunApi(Resource):
         # The role of the current user in the ta table must be admin, owner, or editor
         if not current_user.is_editor:
             raise Forbidden()
-
+        
         parser = reqparse.RequestParser()
-        parser.add_argument("inputs", type=dict, required=True, nullable=False, location="json")
+        parser.add_argument('inputs', type=dict, required=True, nullable=False, location='json')
         args = parser.parse_args()
 
         workflow_service = WorkflowService()
         workflow_node_execution = workflow_service.run_draft_workflow_node(
-            app_model=app_model, node_id=node_id, user_inputs=args.get("inputs"), account=current_user
+            app_model=app_model,
+            node_id=node_id,
+            user_inputs=args.get('inputs'),
+            account=current_user
         )
 
         return workflow_node_execution
 
 
 class PublishedWorkflowApi(Resource):
+
     @setup_required
     @login_required
     @account_initialization_required
@@ -343,7 +350,7 @@ class PublishedWorkflowApi(Resource):
         # The role of the current user in the ta table must be admin, owner, or editor
         if not current_user.is_editor:
             raise Forbidden()
-
+        
         # fetch published workflow by app_model
         workflow_service = WorkflowService()
         workflow = workflow_service.get_published_workflow(app_model=app_model)
@@ -362,11 +369,14 @@ class PublishedWorkflowApi(Resource):
         # The role of the current user in the ta table must be admin, owner, or editor
         if not current_user.is_editor:
             raise Forbidden()
-
+        
         workflow_service = WorkflowService()
         workflow = workflow_service.publish_workflow(app_model=app_model, account=current_user)
 
-        return {"result": "success", "created_at": TimestampField().format(workflow.created_at)}
+        return {
+            "result": "success",
+            "created_at": TimestampField().format(workflow.created_at)
+        }
 
 
 class DefaultBlockConfigsApi(Resource):
@@ -381,7 +391,7 @@ class DefaultBlockConfigsApi(Resource):
         # The role of the current user in the ta table must be admin, owner, or editor
         if not current_user.is_editor:
             raise Forbidden()
-
+        
         # Get default block configs
         workflow_service = WorkflowService()
         return workflow_service.get_default_block_configs()
@@ -399,21 +409,24 @@ class DefaultBlockConfigApi(Resource):
         # The role of the current user in the ta table must be admin, owner, or editor
         if not current_user.is_editor:
             raise Forbidden()
-
+        
         parser = reqparse.RequestParser()
-        parser.add_argument("q", type=str, location="args")
+        parser.add_argument('q', type=str, location='args')
         args = parser.parse_args()
 
         filters = None
-        if args.get("q"):
+        if args.get('q'):
             try:
-                filters = json.loads(args.get("q"))
+                filters = json.loads(args.get('q'))
             except json.JSONDecodeError:
-                raise ValueError("Invalid filters")
+                raise ValueError('Invalid filters')
 
         # Get default block configs
         workflow_service = WorkflowService()
-        return workflow_service.get_default_block_config(node_type=block_type, filters=filters)
+        return workflow_service.get_default_block_config(
+            node_type=block_type,
+            filters=filters
+        )
 
 
 class ConvertToWorkflowApi(Resource):
@@ -430,43 +443,40 @@ class ConvertToWorkflowApi(Resource):
         # The role of the current user in the ta table must be admin, owner, or editor
         if not current_user.is_editor:
             raise Forbidden()
-
+        
         if request.data:
             parser = reqparse.RequestParser()
-            parser.add_argument("name", type=str, required=False, nullable=True, location="json")
-            parser.add_argument("icon_type", type=str, required=False, nullable=True, location="json")
-            parser.add_argument("icon", type=str, required=False, nullable=True, location="json")
-            parser.add_argument("icon_background", type=str, required=False, nullable=True, location="json")
+            parser.add_argument('name', type=str, required=False, nullable=True, location='json')
+            parser.add_argument('icon', type=str, required=False, nullable=True, location='json')
+            parser.add_argument('icon_background', type=str, required=False, nullable=True, location='json')
             args = parser.parse_args()
         else:
             args = {}
 
         # convert to workflow mode
         workflow_service = WorkflowService()
-        new_app_model = workflow_service.convert_to_workflow(app_model=app_model, account=current_user, args=args)
+        new_app_model = workflow_service.convert_to_workflow(
+            app_model=app_model,
+            account=current_user,
+            args=args
+        )
 
         # return app id
         return {
-            "new_app_id": new_app_model.id,
+            'new_app_id': new_app_model.id,
         }
 
 
-api.add_resource(DraftWorkflowApi, "/apps/<uuid:app_id>/workflows/draft")
-api.add_resource(DraftWorkflowImportApi, "/apps/<uuid:app_id>/workflows/draft/import")
-api.add_resource(AdvancedChatDraftWorkflowRunApi, "/apps/<uuid:app_id>/advanced-chat/workflows/draft/run")
-api.add_resource(DraftWorkflowRunApi, "/apps/<uuid:app_id>/workflows/draft/run")
-api.add_resource(WorkflowTaskStopApi, "/apps/<uuid:app_id>/workflow-runs/tasks/<string:task_id>/stop")
-api.add_resource(DraftWorkflowNodeRunApi, "/apps/<uuid:app_id>/workflows/draft/nodes/<string:node_id>/run")
-api.add_resource(
-    AdvancedChatDraftRunIterationNodeApi,
-    "/apps/<uuid:app_id>/advanced-chat/workflows/draft/iteration/nodes/<string:node_id>/run",
-)
-api.add_resource(
-    WorkflowDraftRunIterationNodeApi, "/apps/<uuid:app_id>/workflows/draft/iteration/nodes/<string:node_id>/run"
-)
-api.add_resource(PublishedWorkflowApi, "/apps/<uuid:app_id>/workflows/publish")
-api.add_resource(DefaultBlockConfigsApi, "/apps/<uuid:app_id>/workflows/default-workflow-block-configs")
-api.add_resource(
-    DefaultBlockConfigApi, "/apps/<uuid:app_id>/workflows/default-workflow-block-configs/<string:block_type>"
-)
-api.add_resource(ConvertToWorkflowApi, "/apps/<uuid:app_id>/convert-to-workflow")
+api.add_resource(DraftWorkflowApi, '/apps/<uuid:app_id>/workflows/draft')
+api.add_resource(DraftWorkflowImportApi, '/apps/<uuid:app_id>/workflows/draft/import')
+api.add_resource(AdvancedChatDraftWorkflowRunApi, '/apps/<uuid:app_id>/advanced-chat/workflows/draft/run')
+api.add_resource(DraftWorkflowRunApi, '/apps/<uuid:app_id>/workflows/draft/run')
+api.add_resource(WorkflowTaskStopApi, '/apps/<uuid:app_id>/workflow-runs/tasks/<string:task_id>/stop')
+api.add_resource(DraftWorkflowNodeRunApi, '/apps/<uuid:app_id>/workflows/draft/nodes/<string:node_id>/run')
+api.add_resource(AdvancedChatDraftRunIterationNodeApi, '/apps/<uuid:app_id>/advanced-chat/workflows/draft/iteration/nodes/<string:node_id>/run')
+api.add_resource(WorkflowDraftRunIterationNodeApi, '/apps/<uuid:app_id>/workflows/draft/iteration/nodes/<string:node_id>/run')
+api.add_resource(PublishedWorkflowApi, '/apps/<uuid:app_id>/workflows/publish')
+api.add_resource(DefaultBlockConfigsApi, '/apps/<uuid:app_id>/workflows/default-workflow-block-configs')
+api.add_resource(DefaultBlockConfigApi, '/apps/<uuid:app_id>/workflows/default-workflow-block-configs'
+                                        '/<string:block_type>')
+api.add_resource(ConvertToWorkflowApi, '/apps/<uuid:app_id>/convert-to-workflow')

api/controllers/console/app/workflow_app_log.py

@@ -22,19 +22,20 @@ class WorkflowAppLogApi(Resource):
         Get workflow app logs
         """
         parser = reqparse.RequestParser()
-        parser.add_argument("keyword", type=str, location="args")
-        parser.add_argument("status", type=str, choices=["succeeded", "failed", "stopped"], location="args")
-        parser.add_argument("page", type=int_range(1, 99999), default=1, location="args")
-        parser.add_argument("limit", type=int_range(1, 100), default=20, location="args")
+        parser.add_argument('keyword', type=str, location='args')
+        parser.add_argument('status', type=str, choices=['succeeded', 'failed', 'stopped'], location='args')
+        parser.add_argument('page', type=int_range(1, 99999), default=1, location='args')
+        parser.add_argument('limit', type=int_range(1, 100), default=20, location='args')
         args = parser.parse_args()
 
         # get paginate workflow app logs
         workflow_app_service = WorkflowAppService()
         workflow_app_log_pagination = workflow_app_service.get_paginate_workflow_app_logs(
-            app_model=app_model, args=args
+            app_model=app_model,
+            args=args
         )
 
         return workflow_app_log_pagination
 
 
-api.add_resource(WorkflowAppLogApi, "/apps/<uuid:app_id>/workflow-app-logs")
+api.add_resource(WorkflowAppLogApi, '/apps/<uuid:app_id>/workflow-app-logs')

api/controllers/console/app/workflow_run.py

@@ -28,12 +28,15 @@ class AdvancedChatAppWorkflowRunListApi(Resource):
         Get advanced chat app workflow run list
         """
         parser = reqparse.RequestParser()
-        parser.add_argument("last_id", type=uuid_value, location="args")
-        parser.add_argument("limit", type=int_range(1, 100), required=False, default=20, location="args")
+        parser.add_argument('last_id', type=uuid_value, location='args')
+        parser.add_argument('limit', type=int_range(1, 100), required=False, default=20, location='args')
         args = parser.parse_args()
 
         workflow_run_service = WorkflowRunService()
-        result = workflow_run_service.get_paginate_advanced_chat_workflow_runs(app_model=app_model, args=args)
+        result = workflow_run_service.get_paginate_advanced_chat_workflow_runs(
+            app_model=app_model,
+            args=args
+        )
 
         return result
 
@@ -49,12 +52,15 @@ class WorkflowRunListApi(Resource):
         Get workflow run list
         """
         parser = reqparse.RequestParser()
-        parser.add_argument("last_id", type=uuid_value, location="args")
-        parser.add_argument("limit", type=int_range(1, 100), required=False, default=20, location="args")
+        parser.add_argument('last_id', type=uuid_value, location='args')
+        parser.add_argument('limit', type=int_range(1, 100), required=False, default=20, location='args')
         args = parser.parse_args()
 
         workflow_run_service = WorkflowRunService()
-        result = workflow_run_service.get_paginate_workflow_runs(app_model=app_model, args=args)
+        result = workflow_run_service.get_paginate_workflow_runs(
+            app_model=app_model,
+            args=args
+        )
 
         return result
 
@@ -92,10 +98,12 @@ class WorkflowRunNodeExecutionListApi(Resource):
         workflow_run_service = WorkflowRunService()
         node_executions = workflow_run_service.get_workflow_run_node_executions(app_model=app_model, run_id=run_id)
 
-        return {"data": node_executions}
+        return {
+            'data': node_executions
+        }
 
 
-api.add_resource(AdvancedChatAppWorkflowRunListApi, "/apps/<uuid:app_id>/advanced-chat/workflow-runs")
-api.add_resource(WorkflowRunListApi, "/apps/<uuid:app_id>/workflow-runs")
-api.add_resource(WorkflowRunDetailApi, "/apps/<uuid:app_id>/workflow-runs/<uuid:run_id>")
-api.add_resource(WorkflowRunNodeExecutionListApi, "/apps/<uuid:app_id>/workflow-runs/<uuid:run_id>/node-executions")
+api.add_resource(AdvancedChatAppWorkflowRunListApi, '/apps/<uuid:app_id>/advanced-chat/workflow-runs')
+api.add_resource(WorkflowRunListApi, '/apps/<uuid:app_id>/workflow-runs')
+api.add_resource(WorkflowRunDetailApi, '/apps/<uuid:app_id>/workflow-runs/<uuid:run_id>')
+api.add_resource(WorkflowRunNodeExecutionListApi, '/apps/<uuid:app_id>/workflow-runs/<uuid:run_id>/node-executions')

api/controllers/console/app/workflow_statistic.py

@@ -11,7 +11,7 @@ from controllers.console.app.wraps import get_app_model
 from controllers.console.setup import setup_required
 from controllers.console.wraps import account_initialization_required
 from extensions.ext_database import db
-from libs.helper import DatetimeString
+from libs.helper import datetime_string
 from libs.login import login_required
 from models.model import AppMode
 from models.workflow import WorkflowRunTriggeredFrom
@@ -26,58 +26,56 @@ class WorkflowDailyRunsStatistic(Resource):
         account = current_user
 
         parser = reqparse.RequestParser()
-        parser.add_argument("start", type=DatetimeString("%Y-%m-%d %H:%M"), location="args")
-        parser.add_argument("end", type=DatetimeString("%Y-%m-%d %H:%M"), location="args")
+        parser.add_argument('start', type=datetime_string('%Y-%m-%d %H:%M'), location='args')
+        parser.add_argument('end', type=datetime_string('%Y-%m-%d %H:%M'), location='args')
         args = parser.parse_args()
 
-        sql_query = """SELECT
-    DATE(DATE_TRUNC('day', created_at AT TIME ZONE 'UTC' AT TIME ZONE :tz )) AS date,
-    COUNT(id) AS runs
-FROM
-    workflow_runs
-WHERE
-    app_id = :app_id
-    AND triggered_from = :triggered_from"""
-        arg_dict = {
-            "tz": account.timezone,
-            "app_id": app_model.id,
-            "triggered_from": WorkflowRunTriggeredFrom.APP_RUN.value,
-        }
+        sql_query = '''
+        SELECT date(DATE_TRUNC('day', created_at AT TIME ZONE 'UTC' AT TIME ZONE :tz )) AS date, count(id) AS runs
+            FROM workflow_runs 
+            WHERE app_id = :app_id 
+                AND triggered_from = :triggered_from
+        '''
+        arg_dict = {'tz': account.timezone, 'app_id': app_model.id, 'triggered_from': WorkflowRunTriggeredFrom.APP_RUN.value}
 
         timezone = pytz.timezone(account.timezone)
         utc_timezone = pytz.utc
 
-        if args["start"]:
-            start_datetime = datetime.strptime(args["start"], "%Y-%m-%d %H:%M")
+        if args['start']:
+            start_datetime = datetime.strptime(args['start'], '%Y-%m-%d %H:%M')
             start_datetime = start_datetime.replace(second=0)
 
             start_datetime_timezone = timezone.localize(start_datetime)
             start_datetime_utc = start_datetime_timezone.astimezone(utc_timezone)
 
-            sql_query += " AND created_at >= :start"
-            arg_dict["start"] = start_datetime_utc
+            sql_query += ' and created_at >= :start'
+            arg_dict['start'] = start_datetime_utc
 
-        if args["end"]:
-            end_datetime = datetime.strptime(args["end"], "%Y-%m-%d %H:%M")
+        if args['end']:
+            end_datetime = datetime.strptime(args['end'], '%Y-%m-%d %H:%M')
             end_datetime = end_datetime.replace(second=0)
 
             end_datetime_timezone = timezone.localize(end_datetime)
             end_datetime_utc = end_datetime_timezone.astimezone(utc_timezone)
 
-            sql_query += " AND created_at < :end"
-            arg_dict["end"] = end_datetime_utc
+            sql_query += ' and created_at < :end'
+            arg_dict['end'] = end_datetime_utc
 
-        sql_query += " GROUP BY date ORDER BY date"
+        sql_query += ' GROUP BY date order by date'
 
         response_data = []
 
         with db.engine.begin() as conn:
             rs = conn.execute(db.text(sql_query), arg_dict)
             for i in rs:
-                response_data.append({"date": str(i.date), "runs": i.runs})
-
-        return jsonify({"data": response_data})
+                response_data.append({
+                    'date': str(i.date),
+                    'runs': i.runs
+                })
 
+        return jsonify({
+            'data': response_data
+        })
 
 class WorkflowDailyTerminalsStatistic(Resource):
     @setup_required
@@ -88,58 +86,56 @@ class WorkflowDailyTerminalsStatistic(Resource):
         account = current_user
 
         parser = reqparse.RequestParser()
-        parser.add_argument("start", type=DatetimeString("%Y-%m-%d %H:%M"), location="args")
-        parser.add_argument("end", type=DatetimeString("%Y-%m-%d %H:%M"), location="args")
+        parser.add_argument('start', type=datetime_string('%Y-%m-%d %H:%M'), location='args')
+        parser.add_argument('end', type=datetime_string('%Y-%m-%d %H:%M'), location='args')
         args = parser.parse_args()
 
-        sql_query = """SELECT
-    DATE(DATE_TRUNC('day', created_at AT TIME ZONE 'UTC' AT TIME ZONE :tz )) AS date,
-    COUNT(DISTINCT workflow_runs.created_by) AS terminal_count
-FROM
-    workflow_runs
-WHERE
-    app_id = :app_id
-    AND triggered_from = :triggered_from"""
-        arg_dict = {
-            "tz": account.timezone,
-            "app_id": app_model.id,
-            "triggered_from": WorkflowRunTriggeredFrom.APP_RUN.value,
-        }
+        sql_query = '''
+                SELECT date(DATE_TRUNC('day', created_at AT TIME ZONE 'UTC' AT TIME ZONE :tz )) AS date, count(distinct workflow_runs.created_by) AS terminal_count
+                    FROM workflow_runs 
+                    WHERE app_id = :app_id 
+                        AND triggered_from = :triggered_from
+                '''
+        arg_dict = {'tz': account.timezone, 'app_id': app_model.id, 'triggered_from': WorkflowRunTriggeredFrom.APP_RUN.value}
 
         timezone = pytz.timezone(account.timezone)
         utc_timezone = pytz.utc
 
-        if args["start"]:
-            start_datetime = datetime.strptime(args["start"], "%Y-%m-%d %H:%M")
+        if args['start']:
+            start_datetime = datetime.strptime(args['start'], '%Y-%m-%d %H:%M')
             start_datetime = start_datetime.replace(second=0)
 
             start_datetime_timezone = timezone.localize(start_datetime)
             start_datetime_utc = start_datetime_timezone.astimezone(utc_timezone)
 
-            sql_query += " AND created_at >= :start"
-            arg_dict["start"] = start_datetime_utc
+            sql_query += ' and created_at >= :start'
+            arg_dict['start'] = start_datetime_utc
 
-        if args["end"]:
-            end_datetime = datetime.strptime(args["end"], "%Y-%m-%d %H:%M")
+        if args['end']:
+            end_datetime = datetime.strptime(args['end'], '%Y-%m-%d %H:%M')
             end_datetime = end_datetime.replace(second=0)
 
             end_datetime_timezone = timezone.localize(end_datetime)
             end_datetime_utc = end_datetime_timezone.astimezone(utc_timezone)
 
-            sql_query += " AND created_at < :end"
-            arg_dict["end"] = end_datetime_utc
+            sql_query += ' and created_at < :end'
+            arg_dict['end'] = end_datetime_utc
 
-        sql_query += " GROUP BY date ORDER BY date"
+        sql_query += ' GROUP BY date order by date'
 
         response_data = []
 
         with db.engine.begin() as conn:
-            rs = conn.execute(db.text(sql_query), arg_dict)
+            rs = conn.execute(db.text(sql_query), arg_dict)            
             for i in rs:
-                response_data.append({"date": str(i.date), "terminal_count": i.terminal_count})
-
-        return jsonify({"data": response_data})
+                response_data.append({
+                    'date': str(i.date),
+                    'terminal_count': i.terminal_count
+                })
 
+        return jsonify({
+            'data': response_data
+        })
 
 class WorkflowDailyTokenCostStatistic(Resource):
     @setup_required
@@ -150,63 +146,58 @@ class WorkflowDailyTokenCostStatistic(Resource):
         account = current_user
 
         parser = reqparse.RequestParser()
-        parser.add_argument("start", type=DatetimeString("%Y-%m-%d %H:%M"), location="args")
-        parser.add_argument("end", type=DatetimeString("%Y-%m-%d %H:%M"), location="args")
+        parser.add_argument('start', type=datetime_string('%Y-%m-%d %H:%M'), location='args')
+        parser.add_argument('end', type=datetime_string('%Y-%m-%d %H:%M'), location='args')
         args = parser.parse_args()
 
-        sql_query = """SELECT
-    DATE(DATE_TRUNC('day', created_at AT TIME ZONE 'UTC' AT TIME ZONE :tz )) AS date,
-    SUM(workflow_runs.total_tokens) AS token_count
-FROM
-    workflow_runs
-WHERE
-    app_id = :app_id
-    AND triggered_from = :triggered_from"""
-        arg_dict = {
-            "tz": account.timezone,
-            "app_id": app_model.id,
-            "triggered_from": WorkflowRunTriggeredFrom.APP_RUN.value,
-        }
+        sql_query = '''
+                SELECT 
+                    date(DATE_TRUNC('day', created_at AT TIME ZONE 'UTC' AT TIME ZONE :tz )) AS date, 
+                    SUM(workflow_runs.total_tokens) as token_count
+                FROM workflow_runs 
+                WHERE app_id = :app_id 
+                    AND triggered_from = :triggered_from
+                '''
+        arg_dict = {'tz': account.timezone, 'app_id': app_model.id, 'triggered_from': WorkflowRunTriggeredFrom.APP_RUN.value}
 
         timezone = pytz.timezone(account.timezone)
         utc_timezone = pytz.utc
 
-        if args["start"]:
-            start_datetime = datetime.strptime(args["start"], "%Y-%m-%d %H:%M")
+        if args['start']:
+            start_datetime = datetime.strptime(args['start'], '%Y-%m-%d %H:%M')
             start_datetime = start_datetime.replace(second=0)
 
             start_datetime_timezone = timezone.localize(start_datetime)
             start_datetime_utc = start_datetime_timezone.astimezone(utc_timezone)
 
-            sql_query += " AND created_at >= :start"
-            arg_dict["start"] = start_datetime_utc
+            sql_query += ' and created_at >= :start'
+            arg_dict['start'] = start_datetime_utc
 
-        if args["end"]:
-            end_datetime = datetime.strptime(args["end"], "%Y-%m-%d %H:%M")
+        if args['end']:
+            end_datetime = datetime.strptime(args['end'], '%Y-%m-%d %H:%M')
             end_datetime = end_datetime.replace(second=0)
 
             end_datetime_timezone = timezone.localize(end_datetime)
             end_datetime_utc = end_datetime_timezone.astimezone(utc_timezone)
 
-            sql_query += " AND created_at < :end"
-            arg_dict["end"] = end_datetime_utc
+            sql_query += ' and created_at < :end'
+            arg_dict['end'] = end_datetime_utc
 
-        sql_query += " GROUP BY date ORDER BY date"
+        sql_query += ' GROUP BY date order by date'
 
         response_data = []
 
         with db.engine.begin() as conn:
             rs = conn.execute(db.text(sql_query), arg_dict)
             for i in rs:
-                response_data.append(
-                    {
-                        "date": str(i.date),
-                        "token_count": i.token_count,
-                    }
-                )
-
-        return jsonify({"data": response_data})
+                response_data.append({
+                    'date': str(i.date),
+                    'token_count': i.token_count,
+                })
 
+        return jsonify({
+            'data': response_data
+        })
 
 class WorkflowAverageAppInteractionStatistic(Resource):
     @setup_required
@@ -217,79 +208,71 @@ class WorkflowAverageAppInteractionStatistic(Resource):
         account = current_user
 
         parser = reqparse.RequestParser()
-        parser.add_argument("start", type=DatetimeString("%Y-%m-%d %H:%M"), location="args")
-        parser.add_argument("end", type=DatetimeString("%Y-%m-%d %H:%M"), location="args")
+        parser.add_argument('start', type=datetime_string('%Y-%m-%d %H:%M'), location='args')
+        parser.add_argument('end', type=datetime_string('%Y-%m-%d %H:%M'), location='args')
         args = parser.parse_args()
 
-        sql_query = """SELECT
-    AVG(sub.interactions) AS interactions,
-    sub.date
-FROM
-    (
-        SELECT
-            DATE(DATE_TRUNC('day', c.created_at AT TIME ZONE 'UTC' AT TIME ZONE :tz )) AS date,
-            c.created_by,
-            COUNT(c.id) AS interactions
-        FROM
-            workflow_runs c
-        WHERE
-            c.app_id = :app_id
-            AND c.triggered_from = :triggered_from
-            {{start}}
-            {{end}}
-        GROUP BY
-            date, c.created_by
-    ) sub
-GROUP BY
-    sub.date"""
-        arg_dict = {
-            "tz": account.timezone,
-            "app_id": app_model.id,
-            "triggered_from": WorkflowRunTriggeredFrom.APP_RUN.value,
-        }
+        sql_query = """
+            SELECT 
+                AVG(sub.interactions) as interactions,
+                sub.date
+            FROM
+                (SELECT 
+                    date(DATE_TRUNC('day', c.created_at AT TIME ZONE 'UTC' AT TIME ZONE :tz )) AS date, 
+                    c.created_by,
+                    COUNT(c.id) AS interactions
+                FROM workflow_runs c
+                WHERE c.app_id = :app_id
+                    AND c.triggered_from = :triggered_from
+                    {{start}}
+                    {{end}}
+                GROUP BY date, c.created_by) sub
+            GROUP BY sub.date
+            """
+        arg_dict = {'tz': account.timezone, 'app_id': app_model.id, 'triggered_from': WorkflowRunTriggeredFrom.APP_RUN.value}
 
         timezone = pytz.timezone(account.timezone)
         utc_timezone = pytz.utc
 
-        if args["start"]:
-            start_datetime = datetime.strptime(args["start"], "%Y-%m-%d %H:%M")
+        if args['start']:
+            start_datetime = datetime.strptime(args['start'], '%Y-%m-%d %H:%M')
             start_datetime = start_datetime.replace(second=0)
 
             start_datetime_timezone = timezone.localize(start_datetime)
             start_datetime_utc = start_datetime_timezone.astimezone(utc_timezone)
 
-            sql_query = sql_query.replace("{{start}}", " AND c.created_at >= :start")
-            arg_dict["start"] = start_datetime_utc
+            sql_query = sql_query.replace('{{start}}', ' AND c.created_at >= :start')
+            arg_dict['start'] = start_datetime_utc
         else:
-            sql_query = sql_query.replace("{{start}}", "")
+            sql_query = sql_query.replace('{{start}}', '')
 
-        if args["end"]:
-            end_datetime = datetime.strptime(args["end"], "%Y-%m-%d %H:%M")
+        if args['end']:
+            end_datetime = datetime.strptime(args['end'], '%Y-%m-%d %H:%M')
             end_datetime = end_datetime.replace(second=0)
 
             end_datetime_timezone = timezone.localize(end_datetime)
             end_datetime_utc = end_datetime_timezone.astimezone(utc_timezone)
 
-            sql_query = sql_query.replace("{{end}}", " AND c.created_at < :end")
-            arg_dict["end"] = end_datetime_utc
+            sql_query = sql_query.replace('{{end}}', ' and c.created_at < :end')
+            arg_dict['end'] = end_datetime_utc
         else:
-            sql_query = sql_query.replace("{{end}}", "")
+            sql_query = sql_query.replace('{{end}}', '')
 
         response_data = []
-
+        
         with db.engine.begin() as conn:
             rs = conn.execute(db.text(sql_query), arg_dict)
             for i in rs:
-                response_data.append(
-                    {"date": str(i.date), "interactions": float(i.interactions.quantize(Decimal("0.01")))}
-                )
+                response_data.append({
+                    'date': str(i.date),
+                    'interactions': float(i.interactions.quantize(Decimal('0.01')))
+                })
 
-        return jsonify({"data": response_data})
+        return jsonify({
+            'data': response_data
+        })
 
-
-api.add_resource(WorkflowDailyRunsStatistic, "/apps/<uuid:app_id>/workflow/statistics/daily-conversations")
-api.add_resource(WorkflowDailyTerminalsStatistic, "/apps/<uuid:app_id>/workflow/statistics/daily-terminals")
-api.add_resource(WorkflowDailyTokenCostStatistic, "/apps/<uuid:app_id>/workflow/statistics/token-costs")
-api.add_resource(
-    WorkflowAverageAppInteractionStatistic, "/apps/<uuid:app_id>/workflow/statistics/average-app-interactions"
-)
+api.add_resource(WorkflowDailyRunsStatistic, '/apps/<uuid:app_id>/workflow/statistics/daily-conversations')
+api.add_resource(WorkflowDailyTerminalsStatistic, '/apps/<uuid:app_id>/workflow/statistics/daily-terminals')
+api.add_resource(WorkflowDailyTokenCostStatistic, '/apps/<uuid:app_id>/workflow/statistics/token-costs')
+api.add_resource(WorkflowAverageAppInteractionStatistic, '/apps/<uuid:app_id>/workflow/statistics/average-app-interactions')